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"provenance": [], + "collapsed_sections": [] + }, + "kernelspec": { + "name": "python3", + "display_name": "Python 3" + }, + "language_info": { + "name": "python" + } + }, + "cells": [ + { + "cell_type": "markdown", + "source": [ + "We shall implement Linear Regression using the Scikit for the dataset of Air Quality. Further we shall test our model for the predictions." + ], + "metadata": { + "id": "Jh--3_JsS4XO" + } + }, + { + "cell_type": "code", + "source": [ + "# Let's import all required libraries\n", + "\n", + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.linear_model import LinearRegression\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.metrics import mean_absolute_percentage_error\n", + "from sklearn.metrics import precision_score\n", + "import matplotlib.pyplot as plt" + ], + "metadata": { + "id": "aa2VtFQ_TUlA" + }, + "execution_count": 58, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "# Import dataset\n", + "\n", + "air_data = pd.read_csv('https://github.com/rising-entropy/datasets/raw/main/AirQualityUCI.csv')\n", + "air_data.head()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 206 + }, + "id": "bqzocoBuUDAw", + "outputId": "816399f7-3acc-487a-a8af-5d15e5d9beaa" + }, + "execution_count": 49, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/html": [ + "\n", + "

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010-03-200418:00:002.61360.0150.011.91046.0166.01056.0113.01692.01268.013.648.90.7578NaNNaN
110-03-200419:00:002.01292.0112.09.4955.0103.01174.092.01559.0972.013.347.70.7255NaNNaN
210-03-200420:00:002.21402.088.09.0939.0131.01140.0114.01555.01074.011.954.00.7502NaNNaN
310-03-200421:00:002.21376.080.09.2948.0172.01092.0122.01584.01203.011.060.00.7867NaNNaN
410-03-200422:00:001.61272.051.06.5836.0131.01205.0116.01490.01110.011.259.60.7888NaNNaN
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CO(GT)PT08.S1(CO)NMHC(GT)C6H6(GT)PT08.S2(NMHC)NOx(GT)PT08.S3(NOx)NO2(GT)PT08.S4(NO2)PT08.S5(O3)
02.61360.0150.011.91046.0166.01056.0113.01692.01268.0
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22.21402.088.09.0939.0131.01140.0114.01555.01074.0
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