{ "cells": [ { "cell_type": "markdown", "metadata": { "button": false, "new_sheet": false, "run_control": { "read_only": false } }, "source": [ "# Decision Trees\n", "---" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Importing Needed packages" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "button": false, "jupyter": { "outputs_hidden": true }, "new_sheet": false, "run_control": { "read_only": false } }, "outputs": [], "source": [ "import numpy as np \n", "import pandas as pd\n", "from sklearn import preprocessing\n", "from sklearn.model_selection import train_test_split\n", "from sklearn.tree import DecisionTreeClassifier\n", "from sklearn import metrics\n", "from sklearn import tree\n", "from six import StringIO\n", "import pydotplus\n", "import matplotlib.pyplot as plt\n", "import matplotlib.image as mpimg\n", "import matplotlib as mpl\n", "mpl.style.use(['ggplot']) \n", "%matplotlib inline " ] }, { "cell_type": "markdown", "metadata": { "button": false, "new_sheet": false, "run_control": { "read_only": false } }, "source": [ "## About the dataset\n", "\n", "Imagine that you are a medical researcher compiling data for a study. You have collected data about a set of patients, all of whom suffered from the same illness. During their course of treatment, each patient responded to one of 5 medications, Drug A, Drug B, Drug c, Drug x and y. \n", "\n", "Part of your job is to build a model to find out which drug might be appropriate for a future patient with the same illness. The feature sets of this dataset are Age, Sex, Blood Pressure, and Cholesterol of patients, and the target is the drug that each patient responded to.\n", "\n", "It is a sample of binary classifier, and you can use the training part of the dataset to build a decision tree, and then use it to predict the class of a unknown patient, or to prescribe it to a new patient." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "now, read data using pandas dataframe:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "button": false, "jupyter": { "outputs_hidden": true }, "new_sheet": false, "run_control": { "read_only": false } }, "outputs": [ { "data": { "text/html": [ "
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AgeSexBPCholesterolNa_to_KDrug
023FHIGHHIGH25.355drugY
147MLOWHIGH13.093drugC
247MLOWHIGH10.114drugC
328FNORMALHIGH7.798drugX
461FLOWHIGH18.043drugY
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" ], "text/plain": [ " Age Sex BP Cholesterol Na_to_K Drug\n", "0 23 F HIGH HIGH 25.355 drugY\n", "1 47 M LOW HIGH 13.093 drugC\n", "2 47 M LOW HIGH 10.114 drugC\n", "3 28 F NORMAL HIGH 7.798 drugX\n", "4 61 F LOW HIGH 18.043 drugY" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "my_data = pd.read_csv(\"drug200.csv\", delimiter=\",\")\n", "my_data[0:5]" ] }, { "cell_type": "markdown", "metadata": { "button": false, "new_sheet": false, "run_control": { "read_only": false } }, "source": [ "What is the size of data? " ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "button": false, "jupyter": { "outputs_hidden": true }, "new_sheet": false, "run_control": { "read_only": false } }, "outputs": [ { "data": { "text/plain": [ "(200, 6)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "my_data.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "

Pre-processing

\n", "
" ] }, { "cell_type": "markdown", "metadata": { "button": false, "new_sheet": false, "run_control": { "read_only": false } }, "source": [ "Using my_data as the Drug.csv data read by pandas, declare the following variables:
\n", "\n", "\n", "\n", "Remove the column containing the target name since it doesn't contain numeric values." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[23, 'F', 'HIGH', 'HIGH', 25.355],\n", " [47, 'M', 'LOW', 'HIGH', 13.093],\n", " [47, 'M', 'LOW', 'HIGH', 10.114],\n", " [28, 'F', 'NORMAL', 'HIGH', 7.798],\n", " [61, 'F', 'LOW', 'HIGH', 18.043]], dtype=object)" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X = my_data[['Age', 'Sex', 'BP', 'Cholesterol', 'Na_to_K']].values\n", "X[0:5]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As you may figure out, some features in this dataset are categorical such as __Sex__ or __BP__. Unfortunately, Sklearn Decision Trees do not handle categorical variables. But still we can convert these features to numerical values. __pandas.get_dummies()__\n", "Convert categorical variable into dummy/indicator variables." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[23, 0, 0, 0, 25.355],\n", " [47, 1, 1, 0, 13.093],\n", " [47, 1, 1, 0, 10.114],\n", " [28, 0, 2, 0, 7.798],\n", " [61, 0, 1, 0, 18.043]], dtype=object)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "le_sex = preprocessing.LabelEncoder()\n", "le_sex.fit(['F','M'])\n", "X[:,1] = le_sex.transform(X[:,1]) \n", "\n", "le_BP = preprocessing.LabelEncoder()\n", "le_BP.fit([ 'LOW', 'NORMAL', 'HIGH'])\n", "X[:,2] = le_BP.transform(X[:,2])\n", "\n", "le_Chol = preprocessing.LabelEncoder()\n", "le_Chol.fit([ 'NORMAL', 'HIGH'])\n", "X[:,3] = le_Chol.transform(X[:,3]) \n", "\n", "X[0:5]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can fill the target variable." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "button": false, "jupyter": { "outputs_hidden": true }, "new_sheet": false, "run_control": { "read_only": false } }, "outputs": [ { "data": { "text/plain": [ "0 drugY\n", "1 drugC\n", "2 drugC\n", "3 drugX\n", "4 drugY\n", "Name: Drug, dtype: object" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "y = my_data[\"Drug\"]\n", "y[0:5]" ] }, { "cell_type": "markdown", "metadata": { "button": false, "new_sheet": false, "run_control": { "read_only": false } }, "source": [ "## Setting up the Decision Tree" ] }, { "cell_type": "markdown", "metadata": { "button": false, "new_sheet": false, "run_control": { "read_only": false } }, "source": [ "Now train_test_split will return 4 different parameters. We will name them:
\n", "X_trainset, X_testset, y_trainset, y_testset

\n", "The train_test_split will need the parameters:
\n", "X, y, test_size=0.3, and random_state=3.

\n", "The X and y are the arrays required before the split, the test_size represents the ratio of the testing dataset, and the random_state ensures that we obtain the same splits." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "button": false, "jupyter": { "outputs_hidden": true }, "new_sheet": false, "run_control": { "read_only": false } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Train set: (140, 5) (140,)\n", "Test set: (60, 5) (60,)\n" ] } ], "source": [ "X_trainset, X_testset, y_trainset, y_testset = train_test_split(X, y, test_size=0.3, random_state=3)\n", "print ('Train set:', X_trainset.shape, y_trainset.shape)\n", "print ('Test set:', X_testset.shape, y_testset.shape)" ] }, { "cell_type": "markdown", "metadata": { "button": false, "new_sheet": false, "run_control": { "read_only": false } }, "source": [ "## Modeling\n", "\n", "We will first create an instance of the DecisionTreeClassifier called drugTree.\n", "\n", "Inside of the classifier, specify criterion=\"entropy\" so we can see the information gain of each node." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "button": false, "jupyter": { "outputs_hidden": true }, "new_sheet": false, "run_control": { "read_only": false } }, "outputs": [ { "data": { "text/plain": [ "DecisionTreeClassifier(criterion='entropy', max_depth=4)" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "drugTree = DecisionTreeClassifier(criterion=\"entropy\", max_depth = 4)\n", "drugTree # it shows the default parameters" ] }, { "cell_type": "markdown", "metadata": { "button": false, "new_sheet": false, "run_control": { "read_only": false } }, "source": [ "Next, we will fit the data with the training feature matrix X_trainset and training response vector y_trainset " ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "button": false, "jupyter": { "outputs_hidden": true }, "new_sheet": false, "run_control": { "read_only": false } }, "outputs": [ { "data": { "text/plain": [ "DecisionTreeClassifier(criterion='entropy', max_depth=4)" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "drugTree.fit(X_trainset,y_trainset)" ] }, { "cell_type": "markdown", "metadata": { "button": false, "new_sheet": false, "run_control": { "read_only": false } }, "source": [ "## Prediction\n", "\n", "Let's make some predictions on the testing dataset and store it into a variable called predTree." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "button": false, "jupyter": { "outputs_hidden": true }, "new_sheet": false, "run_control": { "read_only": false } }, "outputs": [], "source": [ "predTree = drugTree.predict(X_testset)" ] }, { "cell_type": "markdown", "metadata": { "button": false, "new_sheet": false, "run_control": { "read_only": false } }, "source": [ "You can print out predTree and y_testset if you want to visually compare the prediction to the actual values." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "button": false, "jupyter": { "outputs_hidden": true }, "new_sheet": false, "run_control": { "read_only": false }, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['drugY' 'drugX' 'drugX' 'drugX' 'drugX']\n", "40 drugY\n", "51 drugX\n", "139 drugX\n", "197 drugX\n", "170 drugX\n", "Name: Drug, dtype: object\n" ] } ], "source": [ "print (predTree [0:5])\n", "print (y_testset [0:5])\n" ] }, { "cell_type": "markdown", "metadata": { "button": false, "new_sheet": false, "run_control": { "read_only": false } }, "source": [ "## Evaluation" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "button": false, "jupyter": { "outputs_hidden": true }, "new_sheet": false, "run_control": { "read_only": false } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "DecisionTrees's Accuracy: 0.9833333333333333\n" ] } ], "source": [ "print(\"DecisionTrees's Accuracy: \", metrics.accuracy_score(y_testset, predTree))" ] }, { "cell_type": "markdown", "metadata": { "button": false, "new_sheet": false, "run_control": { "read_only": false } }, "source": [ "__Accuracy classification score__ computes subset accuracy: the set of labels predicted for a sample must exactly match the corresponding set of labels in y_true. \n", "\n", "In multilabel classification, the function returns the subset accuracy. If the entire set of predicted labels for a sample strictly match with the true set of labels, then the subset accuracy is 1.0; otherwise it is 0.0.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Visualization\n", "\n", "Lets visualize the tree" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "button": false, "jupyter": { "outputs_hidden": true }, "new_sheet": false, "run_control": { "read_only": false } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "dot_data = StringIO()\n", "filename = \"drugtree.png\"\n", "featureNames = my_data.columns[0:5]\n", "targetNames = my_data[\"Drug\"].unique().tolist()\n", "out=tree.export_graphviz(drugTree,feature_names=featureNames, out_file=dot_data, class_names= np.unique(y_trainset), filled=True,special_characters=True,rotate=False) \n", "graph = pydotplus.graph_from_dot_data(dot_data.getvalue()) \n", "graph.write_png(filename)\n", "img = mpimg.imread(filename)\n", "plt.figure(figsize=(100, 200))\n", "plt.imshow(img,interpolation='nearest')" ] }, { "cell_type": "markdown", "metadata": { "button": false, "new_sheet": false, "run_control": { "read_only": false } }, "source": [ "## Thanks for Reading :)\n", "Created by [Saeed Aghabozorgi](https://www.linkedin.com/in/saeedaghabozorgi/) and modified by [Tarun Kamboj](https://www.linkedin.com/in/kambojtarun/)." ] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.6" }, "widgets": { "state": {}, "version": "1.1.2" } }, "nbformat": 4, "nbformat_minor": 4 }