mega

{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"name":"mega","version":"0.3.2","provenance":[{"file_id":"1xkuJCWanBhP4OxfZVtHnpRWVui_r_pw6","timestamp":1557252776663}]},"kernelspec":{"name":"python3","display_name":"Python 3"}},"cells":[{"cell_type":"code","metadata":{"id":"87TCZrddgrwX","colab_type":"code","colab":{}},"source":["import os\n","import numpy as np\n","import pandas as pd\n","import matplotlib.pyplot as plt\n","from sklearn.neural_network import MLPRegressor\n","from sklearn.metrics import mean_squared_error\n","from sklearn.metrics import r2_score\n","import random\n","%matplotlib inline"],"execution_count":0,"outputs":[]},{"cell_type":"code","metadata":{"id":"xircMOZ0SE3A","colab_type":"code","outputId":"db81a4d3-5f59-449c-a86b-0aa14fa19e2b","executionInfo":{"status":"ok","timestamp":1557339891744,"user_tz":180,"elapsed":3696,"user":{"displayName":"Rodolfo Brandao","photoUrl":"","userId":"15780035192263158179"}},"colab":{"base_uri":"https://localhost:8080/","height":52}},"source":["!git clone http://github.com/rodolfojbrandao/PhD\n","%cd PhD"],"execution_count":66,"outputs":[{"output_type":"stream","text":["fatal: destination path 'PhD' already exists and is not an empty directory.\n","/content/PhD/PhD/PhD/PhD/PhD/PhD/PhD/PhD\n"],"name":"stdout"}]},{"cell_type":"code","metadata":{"id":"naqbln7ESE5t","colab_type":"code","colab":{}},"source":["# funcao normatiza dados\n","def Normatiza(x):\n","    strings=list(x)\n","    for i in strings:\n","        max_x=x[i].max()\n","        min_x=x[i].min()\n","        a=(max_x+min_x)/2\n","        b=(max_x-min_x)/2\n","        x[i]=(x[i]-a)/b\n","    return x"],"execution_count":0,"outputs":[]},{"cell_type":"code","metadata":{"id":"J2F6TWdTSM-R","colab_type":"code","colab":{}},"source":["def Original(x,x_old):\n","    strings=list(x)\n","    for i in strings:\n","        max_x=x_old[i].max()\n","        min_x=x_old[i].min()\n","        a=(max_x+min_x)/2\n","        b=(max_x-min_x)/2\n","        x[i]=x[i]*b+a\n","    return x"],"execution_count":0,"outputs":[]},{"cell_type":"code","metadata":{"id":"fkBF9xw-SNBT","colab_type":"code","colab":{}},"source":["def rede(i,j):\n","    clf = MLPRegressor(solver='lbfgs',activation='tanh',alpha=1e-5, hidden_layer_sizes=(i),random_state=j)\n","    return clf"],"execution_count":0,"outputs":[]},{"cell_type":"code","metadata":{"id":"SSsBB_Z1SNDx","colab_type":"code","colab":{}},"source":["Melhor=1e99\n","N=20 #i numero de neuronios\n","M=10 #j\n","O=10 #k"],"execution_count":0,"outputs":[]},{"cell_type":"code","metadata":{"id":"BWhW8mjSV-YI","colab_type":"code","outputId":"2aa12817-fb59-429c-db5c-7be909f2f2c0","executionInfo":{"status":"ok","timestamp":1557339891783,"user_tz":180,"elapsed":3586,"user":{"displayName":"Rodolfo Brandao","photoUrl":"","userId":"15780035192263158179"}},"colab":{"base_uri":"https://localhost:8080/","height":1128}},"source":["DAT=pd.read_csv(\"mega.csv\")\n","print(DAT)"],"execution_count":71,"outputs":[{"output_type":"stream","text":["     x1  x2  x3  y1  y2  y3  y4  y5  y6\n","0    17   8  16   9  40  41  50  55  58\n","1    21   8  16   3   5  11  27  35  44\n","2    24   8  16  23  24  32  38  40  41\n","3    28   8  16   8  18  21  22  35  37\n","4    31   8  16  13  17  29  45  49  50\n","5     4   9  16   1   2  34  39  41  45\n","6     7   9  16  25  30  31  34  43  59\n","7    11   9  16   6  10  15  24  38  39\n","8    14   9  16   2   9  14  22  32  37\n","9    18   9  16  13  23  25  35  52  53\n","10   21   9  16  22  28  30  33  55  59\n","11   25   9  16   1  13  14  21  26  51\n","12   28   9  16  10  30  36  40  44  60\n","13    2  10  16   2   4   9  35  45  60\n","14    5  10  16   2   8  35  42  49  56\n","15    9  10  16   4   5  14  37  40  60\n","16   12  10  16   1   5  31  32  37  42\n","17   16  10  16  14  17  36  38  44  60\n","18   19  10  16   3  10  17  21  22  43\n","19   23  10  16   1   5  23  25  28  31\n","20   26  10  16  11  23  24  26  40  52\n","21   30  10  16  18  20  30  22  33  40\n","22    2  11  16   3  11  17  33  52  58\n","23    6  11  16  11  13  25  39  46  56\n","24    9  11  16   5  25  28  41  53  54\n","25   13  11  16  10  28  37  43  44  47\n","26   16  11  16   1  45  47  52  53  55\n","27   20  11  16   7  18  39  41  44  51\n","28   23  11  16  13  16  23  24  32  35\n","29   27  11  16  12  16  26  40  56  57\n","..   ..  ..  ..  ..  ..  ..  ..  ..  ..\n","268  13   3  19  19  21  26  31  42  49\n","269  17   3  19  13  20  24  25  38  41\n","270  20   3  19   8  10  17  29  37  40\n","271  24   3  19   3  11  15  21  27  49\n","272  27   3  19  14  15  47  50  56  59\n","273  31   3  19   2  11  20  31  43  47\n","274   3   4  19   1  31  44  46  53  58\n","275   7   4  19   7  12  24  27  39  58\n","276  10   4  19   1   7  28  30  44  46\n","277  14   4  19  11  16  24  46  54  55\n","278  17   4  19   6  12  31  32  46  60\n","279  21   4  19  13  16  36  53  54  55\n","280  24   4  19   2   3   6  18  20  28\n","281  28   4  19   5  18  30  35  39  60\n","282   1   5  19  19  20  26  51  52  57\n","283   5   5  19   6  21  34  46  54  59\n","284   8   5  19   9  23  28  40  48  59\n","285  12   5  19   1   8  11  22  30  35\n","286  15   5  19   1   2  11  12  34  49\n","287  19   5  19   4  13  14  21  30  34\n","288  22   5  19  14  23  29  41  57  58\n","289  26   5  19  17  20  26  36  42  54\n","290  29   5  19  10  11  17  19  37  41\n","291   2   6  19   7  40  44  50  52  57\n","292   5   6  19   2  12  35  51  57  58\n","293   9   6  19   7  16  21  33  55  60\n","294  12   6  19   6   8  28  51  53  59\n","295  16   6  19  16  18  31  39  42  44\n","296  19   6  19  17  19  37  41  42  49\n","297  23   6  19   8  15  32  33  58  59\n","\n","[298 rows x 9 columns]\n"],"name":"stdout"}]},{"cell_type":"code","metadata":{"id":"wF7E7sXHSNHt","colab_type":"code","outputId":"f3c186da-ef14-4ac4-dd7e-544a59ae9c38","executionInfo":{"status":"ok","timestamp":1557340040721,"user_tz":180,"elapsed":152455,"user":{"displayName":"Rodolfo Brandao","photoUrl":"","userId":"15780035192263158179"}},"colab":{"base_uri":"https://localhost:8080/","height":67573}},"source":["for k in range(0,O):\n","  # leitura dos dados\n","  DAT=pd.read_csv(\"mega.csv\")\n","\n","  # separa as colunas de interesse\n","  Index=[0,1,2,3,4,5,6,7,8]\n","  Dat_Select=[]\n","  Dat_Select=DAT.iloc[:,Index].copy()\n","  # separa os dados em normatizados e originais\n","  DAT_OLD=[]\n","  DAT_OLD=Dat_Select.copy()\n","  DAT=Normatiza(Dat_Select)\n","  \n","  # separa os dados em treino e teste\n","  train=[]\n","  test=[]\n","  train=DAT.sample(frac=0.85,random_state=k).copy()\n","  test=DAT.drop(train.index).copy()\n","  \n","  # obtem as variaveis independentes (treino e teste)\n","  x_train=train.iloc[:,[0,1,2]]\n","  x_test=test.iloc[:,[0,1,2]]\n","  X_OLD=DAT_OLD.iloc[:,[0,1,2]]\n","\n","  # obtem as variaveis dependentes (treino e teste)\n","  Index=[8]\n","  y_train=train.iloc[:,Index]\n","  y_test=test.iloc[:,Index]\n","  Y_OLD=DAT_OLD.iloc[:,Index]\n","  test=Original(y_test,Y_OLD)\n","  resist_obs_test=[]\n","  resist_obs_train=[]\n","  resist_obs_test=test['y6'].copy()\n","  for i in range(1,N):\n","      for j in range(0,M):\n","          col_names=list(y_train)\n","          clf=rede(i,j)\n","          clf.fit(x_train, y_train)\n","          y_calc_train=[]\n","          y_calc_test=[]\n","          y_calc_train=clf.predict(x_train)\n","          y_calc_test=clf.predict(x_test)\n","          y_calc_train=pd.DataFrame(y_calc_train)\n","          y_calc_test=pd.DataFrame(y_calc_test)\n","          y_calc_train.columns = col_names\n","          y_calc_test.columns = col_names\n","          y_calc_train=Original(y_calc_train,Y_OLD)\n","          y_calc_test=Original(y_calc_test,Y_OLD)\n","          resist_calc_train=[]\n","          resist_calc_test=[]\n","          resist_calc_train=y_calc_train['y6'].copy()\n","          resist_calc_test=y_calc_test['y6'].copy()\n","          mse=mean_squared_error(resist_obs_test,resist_calc_test)\n","          R2_teste=r2_score(resist_obs_test,resist_calc_test)\n","          if(mse<Melhor):\n","              Melhor=mse.copy()\n","              ix=i\n","              jx=j\n","              R2r=R2_teste\n","              seed_sample = k\n","              resist_obs_train_top=Original(y_train,Y_OLD)\n","              resist_calc_train_top = resist_calc_train.copy()\n","              resist_obs_test_top = resist_obs_test.copy()\n","              resist_calc_test_top = resist_calc_test.copy()\n","\n","mse=mean_squared_error(resist_obs_train_top,resist_calc_train_top)\n","R2=r2_score(resist_obs_train_top,resist_calc_train_top)"],"execution_count":72,"outputs":[{"output_type":"stream","text":["/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: SettingWithCopyWarning: \n","A value is trying to be set on a copy of a slice from a DataFrame.\n","Try using .loc[row_indexer,col_indexer] = value instead\n","\n","See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n","  \n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: SettingWithCopyWarning: \n","A value is trying to be set on a copy of a slice from a DataFrame.\n","Try using .loc[row_indexer,col_indexer] = value instead\n","\n","See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n","  \n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: SettingWithCopyWarning: \n","A value is trying to be set on a copy of a slice from a DataFrame.\n","Try using .loc[row_indexer,col_indexer] = value instead\n","\n","See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n","  \n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: SettingWithCopyWarning: \n","A value is trying to be set on a copy of a slice from a DataFrame.\n","Try using .loc[row_indexer,col_indexer] = value instead\n","\n","See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n","  \n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: SettingWithCopyWarning: \n","A value is trying to be set on a copy of a slice from a DataFrame.\n","Try using .loc[row_indexer,col_indexer] = value instead\n","\n","See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n","  \n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: SettingWithCopyWarning: \n","A value is trying to be set on a copy of a slice from a DataFrame.\n","Try using .loc[row_indexer,col_indexer] = value instead\n","\n","See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n","  \n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: SettingWithCopyWarning: \n","A value is trying to be set on a copy of a slice from a DataFrame.\n","Try using .loc[row_indexer,col_indexer] = value instead\n","\n","See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n","  \n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: SettingWithCopyWarning: \n","A value is trying to be set on a copy of a slice from a DataFrame.\n","Try using .loc[row_indexer,col_indexer] = value instead\n","\n","See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n","  \n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: SettingWithCopyWarning: \n","A value is trying to be set on a copy of a slice from a DataFrame.\n","Try using .loc[row_indexer,col_indexer] = value instead\n","\n","See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n","  \n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: SettingWithCopyWarning: \n","A value is trying to be set on a copy of a slice from a DataFrame.\n","Try using .loc[row_indexer,col_indexer] = value instead\n","\n","See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n","  \n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: SettingWithCopyWarning: \n","A value is trying to be set on a copy of a slice from a DataFrame.\n","Try using .loc[row_indexer,col_indexer] = value instead\n","\n","See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n","  \n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: SettingWithCopyWarning: \n","A value is trying to be set on a copy of a slice from a DataFrame.\n","Try using .loc[row_indexer,col_indexer] = value instead\n","\n","See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n","  \n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: SettingWithCopyWarning: \n","A value is trying to be set on a copy of a slice from a DataFrame.\n","Try using .loc[row_indexer,col_indexer] = value instead\n","\n","See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n","  \n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: SettingWithCopyWarning: \n","A value is trying to be set on a copy of a slice from a DataFrame.\n","Try using .loc[row_indexer,col_indexer] = value instead\n","\n","See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n","  \n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: SettingWithCopyWarning: \n","A value is trying to be set on a copy of a slice from a DataFrame.\n","Try using .loc[row_indexer,col_indexer] = value instead\n","\n","See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n","  \n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n","/usr/local/lib/python3.6/dist-packages/sklearn/neural_network/multilayer_perceptron.py:1316: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n","  y = column_or_1d(y, warn=True)\n"],"name":"stderr"}]},{"cell_type":"code","metadata":{"id":"kbh7i9x2SE8V","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":69},"outputId":"7e9f2ca3-f5cb-4e65-9e15-0c0b96929630","executionInfo":{"status":"ok","timestamp":1557340040732,"user_tz":180,"elapsed":152418,"user":{"displayName":"Rodolfo Brandao","photoUrl":"","userId":"15780035192263158179"}}},"source":["print(\"\\n Melhor resposta:\")\n","print(\"Neuronios=\",ix,\"Seed=\",jx,\"Seed_sample\",seed_sample,\"MSE teste=\",Melhor,\"R^2 teste=\",R2r,\"MSE treino=\",mse,\"R^2 treino=\",R2)"],"execution_count":73,"outputs":[{"output_type":"stream","text":["\n"," Melhor resposta:\n","Neuronios= 1 Seed= 0 Seed_sample 7 MSE teste= 41.476304754715635 R^2 teste= -0.01995867593203271 MSE treino= 68.7794834798558 R^2 treino= 9.180985189871649e-07\n"],"name":"stdout"}]},{"cell_type":"code","metadata":{"id":"cv-xorngT8Eg","colab_type":"code","colab":{"base_uri":"https://localhost:8080/","height":295},"outputId":"71220ee9-0c20-4685-a5a4-92e2d1bf43de","executionInfo":{"status":"ok","timestamp":1557340041090,"user_tz":180,"elapsed":152745,"user":{"displayName":"Rodolfo Brandao","photoUrl":"","userId":"15780035192263158179"}}},"source":["plt.plot(resist_obs_train_top, resist_calc_train_top,  color='green', linestyle='dashed', linewidth = 0, marker='o', markerfacecolor='blue', markersize=5, label='treino') \n","plt.ylabel('Superior Calc')\n","plt.xlabel('Superior Obs')\n","plt.title('treino')\n","plt.plot(resist_obs_test_top, resist_calc_test_top,  color='green', linestyle='dashed', linewidth = 0, marker='o', markerfacecolor='red', markersize=5, label='teste') \n","plt.legend(loc='upper left')\n","plt.ylabel('Superior Calc')\n","plt.xlabel('Superior Obs')\n","plt.title('teste')\n","plt.legend()\n","plt.show()"],"execution_count":74,"outputs":[{"output_type":"display_data","data":{"image/png":"iVBORw0KGgoAAAANSUhEUgAAAZgAAAEWCAYAAABbgYH9AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nFbd+o+FiLE6PNVI15c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yTmhN1cM0iSKqFaxZRU3eCN4+8CViinAx5KXROmqEvcawuVJQz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\nx48f5y9/+QszZsxo13Y33HADf/nLX+jZs+dp79vQOYg0aO31vO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size 432x288 with 1 Axes>"]},"metadata":{"tags":[]}}]}]}