From fea5b87d5a4299b60fcc04056c0128582bb94fbd Mon Sep 17 00:00:00 2001 From: psavarmattas Date: Sun, 16 Oct 2022 19:09:53 +0530 Subject: [PATCH] Lated Stack Model & Older Model Moved --- full_data.csv => Extra/full_data.csv | 0 .../full_filled_stroke_data (1).csv | 0 Extra/main.ipynb | 3492 ++ Extra/stroke-prediction-model.joblib | Bin 0 -> 35867 bytes Extra/stroke-prediction-visual-model.dot | 949 + README.MD | 64 +- main.ipynb | 4431 +- requirements.txt | 61 + stroke-prediction-model.joblib | Bin 35867 -> 13374532 bytes stroke-prediction-visual-model.dot | 946 - testFile.csv | 18602 +++++++ trainFile.csv | 43401 ++++++++++++++++ 12 files changed, 67948 insertions(+), 3998 deletions(-) rename full_data.csv => Extra/full_data.csv (100%) rename full_filled_stroke_data (1).csv => Extra/full_filled_stroke_data (1).csv (100%) create mode 100644 Extra/main.ipynb create mode 100644 Extra/stroke-prediction-model.joblib create mode 100644 Extra/stroke-prediction-visual-model.dot create mode 100644 requirements.txt create mode 100644 testFile.csv create mode 100644 trainFile.csv diff --git a/full_data.csv b/Extra/full_data.csv similarity index 100% rename from full_data.csv rename to Extra/full_data.csv diff --git a/full_filled_stroke_data (1).csv b/Extra/full_filled_stroke_data (1).csv similarity index 100% rename from full_filled_stroke_data (1).csv rename to Extra/full_filled_stroke_data (1).csv diff --git a/Extra/main.ipynb b/Extra/main.ipynb new file mode 100644 index 0000000..b53a95b --- /dev/null +++ b/Extra/main.ipynb @@ -0,0 +1,3492 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Brain Stroke prediction- DecisionTree" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Context:\n", + "\n", + "A stroke is a medical condition in which poor blood flow to the brain causes cell death. There are two main types of stroke: ischemic, due to lack of blood flow, and hemorrhagic, due to bleeding. Both cause parts of the brain to stop functioning properly. Signs and symptoms of a stroke may include an inability to move or feel on one side of the body, problems understanding or speaking, dizziness, or loss of vision to one side. Signs and symptoms often appear soon after the stroke has occurred. If symptoms last less than one or two hours, the stroke is a transient ischemic attack (TIA), also called a mini-stroke. A hemorrhagic stroke may also be associated with a severe headache. The symptoms of a stroke can be permanent. Long-term complications may include pneumonia and loss of bladder control.\n", + "\n", + "The main risk factor for stroke is high blood pressure. Other risk factors include high blood cholesterol, tobacco smoking, obesity, diabetes mellitus, a previous TIA, end-stage kidney disease, and atrial fibrillation. An ischemic stroke is typically caused by blockage of a blood vessel, though there are also less common causes. A hemorrhagic stroke is caused by either bleeding directly into the brain or into the space between the brain's membranes. Bleeding may occur due to a ruptured brain aneurysm. Diagnosis is typically based on a physical exam and supported by medical imaging such as a CT scan or MRI scan. A CT scan can rule out bleeding, but may not necessarily rule out ischemia, which early on typically does not show up on a CT scan. Other tests such as an electrocardiogram (ECG) and blood tests are done to determine risk factors and rule out other possible causes. Low blood sugar may cause similar symptoms.\n", + "\n", + "Prevention includes decreasing risk factors, surgery to open up the arteries to the brain in those with problematic carotid narrowing, and warfarin in people with atrial fibrillation. Aspirin or statins may be recommended by physicians for prevention. A stroke or TIA often requires emergency care. An ischemic stroke, if detected within three to four and half hours, may be treatable with a medication that can break down the clot. Some hemorrhagic strokes benefit from surgery. Treatment to attempt recovery of lost function is called stroke rehabilitation, and ideally takes place in a stroke unit; however, these are not available in much of the world.\n", + "\n", + "### Attribute Information:\n", + "\n", + "1) gender: \"Male\", \"Female\" or \"Other\"\n", + "2) age: age of the patient\n", + "3) hypertension: 0 if the patient doesn't have hypertension, 1 if the patient has hypertension\n", + "4) heartdisease: 0 if the patient doesn't have any heart diseases, 1 if the patient has a heart disease 5) evermarried: \"No\" or \"Yes\"\n", + "6) worktype: \"children\", \"Govtjov\", \"Neverworked\", \"Private\" or \"Self-employed\" 7) Residencetype: \"Rural\" or \"Urban\"\n", + "8) avgglucoselevel: average glucose level in blood\n", + "9) bmi: body mass index\n", + "10) smoking_status: \"formerly smoked\", \"never smoked\", \"smokes\" or \"Unknown\"*\n", + "11) stroke: 1 if the patient had a stroke or 0 if not\n", + "\n", + "*Note: \"Unknown\" in smoking_status means that the information is unavailable for this patient" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## IMPORTING LIBRARIES AND LOADING DATA" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np \n", + "import pandas as pd \n", + "import os\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "\n", + "import warnings\n", + "warnings.filterwarnings('ignore')\n", + "\n", + "from sklearn.tree import DecisionTreeClassifier, export_graphviz\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.metrics import accuracy_score\n", + "import joblib as joblib" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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genderagehypertensionheart_diseaseever_marriedwork_typeResidence_typeavg_glucose_levelbmismoking_statusstroke
0Male67.001YesPrivateUrban228.6936.6formerly smoked1
1Male80.001YesPrivateRural105.9232.5never smoked1
2Female49.000YesPrivateUrban171.2334.4smokes1
3Female79.010YesSelf-employedRural174.1224.0never smoked1
4Male81.000YesPrivateUrban186.2129.0formerly smoked1
5Male74.011YesPrivateRural70.0927.4never smoked1
6Female69.000NoPrivateUrban94.3922.8never smoked1
7Female78.000YesPrivateUrban58.5724.2Unknown1
8Female81.010YesPrivateRural80.4329.7never smoked1
9Female61.001YesGovt_jobRural120.4636.8smokes1
\n", + "
" + ], + "text/plain": [ + " gender age hypertension heart_disease ever_married work_type \\\n", + "0 Male 67.0 0 1 Yes Private \n", + "1 Male 80.0 0 1 Yes Private \n", + "2 Female 49.0 0 0 Yes Private \n", + "3 Female 79.0 1 0 Yes Self-employed \n", + "4 Male 81.0 0 0 Yes Private \n", + "5 Male 74.0 1 1 Yes Private \n", + "6 Female 69.0 0 0 No Private \n", + "7 Female 78.0 0 0 Yes Private \n", + "8 Female 81.0 1 0 Yes Private \n", + "9 Female 61.0 0 1 Yes Govt_job \n", + "\n", + " Residence_type avg_glucose_level bmi smoking_status stroke \n", + "0 Urban 228.69 36.6 formerly smoked 1 \n", + "1 Rural 105.92 32.5 never smoked 1 \n", + "2 Urban 171.23 34.4 smokes 1 \n", + "3 Rural 174.12 24.0 never smoked 1 \n", + "4 Urban 186.21 29.0 formerly smoked 1 \n", + "5 Rural 70.09 27.4 never smoked 1 \n", + "6 Urban 94.39 22.8 never smoked 1 \n", + "7 Urban 58.57 24.2 Unknown 1 \n", + "8 Rural 80.43 29.7 never smoked 1 \n", + "9 Rural 120.46 36.8 smokes 1 " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.read_csv('full_data.csv')\n", + "df.head(10)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## DATA EXPLORATION" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 4981 entries, 0 to 4980\n", + "Data columns (total 11 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 gender 4981 non-null object \n", + " 1 age 4981 non-null float64\n", + " 2 hypertension 4981 non-null int64 \n", + " 3 heart_disease 4981 non-null int64 \n", + " 4 ever_married 4981 non-null object \n", + " 5 work_type 4981 non-null object \n", + " 6 Residence_type 4981 non-null object \n", + " 7 avg_glucose_level 4981 non-null float64\n", + " 8 bmi 4981 non-null float64\n", + " 9 smoking_status 4981 non-null object \n", + " 10 stroke 4981 non-null int64 \n", + "dtypes: float64(3), int64(3), object(5)\n", + "memory usage: 428.2+ KB\n" + ] + } + ], + "source": [ + "df.info()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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agehypertensionheart_diseaseavg_glucose_levelbmistroke
count4981.0000004981.0000004981.0000004981.0000004981.0000004981.000000
mean43.4198590.0961650.055210105.94356228.4981730.049789
std22.6627550.2948480.22841245.0753736.7904640.217531
min0.0800000.0000000.00000055.12000014.0000000.000000
25%25.0000000.0000000.00000077.23000023.7000000.000000
50%45.0000000.0000000.00000091.85000028.1000000.000000
75%61.0000000.0000000.000000113.86000032.6000000.000000
max82.0000001.0000001.000000271.74000048.9000001.000000
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" + ], + "text/plain": [ + " age hypertension heart_disease avg_glucose_level \\\n", + "count 4981.000000 4981.000000 4981.000000 4981.000000 \n", + "mean 43.419859 0.096165 0.055210 105.943562 \n", + "std 22.662755 0.294848 0.228412 45.075373 \n", + "min 0.080000 0.000000 0.000000 55.120000 \n", + "25% 25.000000 0.000000 0.000000 77.230000 \n", + "50% 45.000000 0.000000 0.000000 91.850000 \n", + "75% 61.000000 0.000000 0.000000 113.860000 \n", + "max 82.000000 1.000000 1.000000 271.740000 \n", + "\n", + " bmi stroke \n", + "count 4981.000000 4981.000000 \n", + "mean 28.498173 0.049789 \n", + "std 6.790464 0.217531 \n", + "min 14.000000 0.000000 \n", + "25% 23.700000 0.000000 \n", + "50% 28.100000 0.000000 \n", + "75% 32.600000 0.000000 \n", + "max 48.900000 1.000000 " + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['Male' 'Female']\n", + "['Private' 'Self-employed' 'Govt_job' 'children']\n", + "['Urban' 'Rural']\n", + "['formerly smoked' 'never smoked' 'smokes' 'Unknown']\n", + "['Yes' 'No']\n" + ] + } + ], + "source": [ + "print(df['gender'].unique())\n", + "print(df['work_type'].unique())\n", + "print(df['Residence_type'].unique())\n", + "print(df['smoking_status'].unique())\n", + "print(df['ever_married'].unique())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## VIZUALIZATION" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import cufflinks as cf\n", + "\n", + "cf.go_offline()\n", + "cf.set_config_file(offline=False, world_readable=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### The Proportion of Stroke among Gender" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "linkText": "Export to plot.ly", + "plotlyServerURL": "https://plot.ly", + "showLink": true + }, + "data": [ + { + "labels": [ + "Female", + "Male" + ], + "marker": { + "colors": [ + "rgba(255, 182, 193, 1.0)", + "rgba(135, 206, 250, 1.0)" + ] + }, + "name": "", + "type": "pie", + "values": [ + 140, + 108 + ] + } + ], + "layout": { + "legend": { + "bgcolor": "#F5F6F9", + "font": { + "color": "#4D5663" + } + }, + "paper_bgcolor": "#F5F6F9", + "plot_bgcolor": "#F5F6F9", + "title": "The Proportion of Stroke among Gender", + "titlefont": { + "color": "#4D5663" + } + } + }, + "text/html": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "gender = df.groupby(df['gender'])['stroke'].sum()\n", + "df_gender = pd.DataFrame({'labels': gender.index,'values': gender.values})\n", + "colors = ['lightpink', 'lightskyblue']\n", + "df_gender.iplot(kind='pie',labels='labels',values='values', title='The Proportion of Stroke among Gender', colors = colors)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Work type of people who had stroke" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "linkText": "Export to plot.ly", + "plotlyServerURL": "https://plot.ly", + "showLink": true + }, + "data": [ + { + "labels": [ + "Govt_job", + "Private", + "Self-employed", + "children" + ], + "marker": { + "colors": [ + "rgba(152, 251, 152, 1.0)", + "rgba(175, 238, 238, 1.0)", + "rgba(216, 191, 216, 1.0)", + "rgba(255, 228, 181, 1.0)" + ] + }, + "name": "", + "pull": [ + 0.1, + 0.1, + 0.1, + 0.2 + ], + "type": "pie", + "values": [ + 33, + 148, + 65, + 2 + ] + } + ], + "layout": { + "legend": { + "bgcolor": "#F5F6F9", + "font": { + "color": "#4D5663" + } + }, + "paper_bgcolor": "#F5F6F9", + "plot_bgcolor": "#F5F6F9", + "title": "Work type of people who had stroke", + "titlefont": { + "color": "#4D5663" + } + } + }, + "text/html": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "job = df.groupby(df['work_type'])['stroke'].sum()\n", + "df_job = pd.DataFrame({'labels': job.index,'values': job.values})\n", + "colors2= ['palegreen','paleturquoise','thistle','moccasin']\n", + "df_job.iplot(kind='pie',labels='labels',values='values', title='Work type of people who had stroke', colors = colors2, pull=[0.1, 0.1, 0.1, 0.2])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Smoking status of people who had stroke" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "linkText": "Export to plot.ly", + "plotlyServerURL": "https://plot.ly", + "showLink": true + }, + "data": [ + { + "labels": [ + "Unknown", + "formerly smoked", + "never smoked", + "smokes" + ], + "marker": { + "colors": [ + "rgba(152, 251, 152, 1.0)", + "rgba(175, 238, 238, 1.0)", + "rgba(216, 191, 216, 1.0)", + "rgba(255, 228, 181, 1.0)" + ] + }, + "name": "", + "pull": [ + 0.02, + 0.02, + 0.1, + 0.02 + ], + "type": "pie", + "values": [ + 47, + 70, + 89, + 42 + ] + } + ], + "layout": { + "legend": { + "bgcolor": "#F5F6F9", + "font": { + "color": "#4D5663" + } + }, + "paper_bgcolor": "#F5F6F9", + "plot_bgcolor": "#F5F6F9", + "title": "Smoking status of people who had stroke", + "titlefont": { + "color": "#4D5663" + } + } + }, + "text/html": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "smoke = df.groupby(df['smoking_status'])['stroke'].sum()\n", + "df_smoke = pd.DataFrame({'labels': smoke.index,'values': smoke.values})\n", + "df_smoke.iplot(kind='pie',labels='labels',values='values', title='Smoking status of people who had stroke', colors = colors2, pull=[0.02, 0.02, 0.1, 0.02])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Residence area of people who had stroke" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "linkText": "Export to plot.ly", + "plotlyServerURL": "https://plot.ly", + "showLink": true + }, + "data": [ + { + "hole": 0.3, + "labels": [ + "Rural", + "Urban" + ], + "marker": { + "colors": [ + "rgba(152, 251, 152, 1.0)", + "rgba(175, 238, 238, 1.0)" + ] + }, + "name": "", + "pull": [ + 0.02, + 0.02 + ], + "type": "pie", + "values": [ + 113, + 135 + ] + } + ], + "layout": { + "legend": { + "bgcolor": "#F5F6F9", + "font": { + "color": "#4D5663" + } + }, + "paper_bgcolor": "#F5F6F9", + "plot_bgcolor": "#F5F6F9", + "title": "Residence area of people who had stroke", + "titlefont": { + "color": "#4D5663" + } + } + }, + "text/html": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "Residence = df.groupby(df['Residence_type'])['stroke'].sum()\n", + "df_Residence = pd.DataFrame({'labels': Residence.index,'values': Residence.values})\n", + "df_Residence.iplot(kind='pie',labels='labels',values='values', title='Residence area of people who had stroke', colors = colors2, pull=[0.02, 0.02],hole = 0.3)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Marriage status of people who had stroke" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "linkText": "Export to plot.ly", + "plotlyServerURL": "https://plot.ly", + "showLink": true + }, + "data": [ + { + "hole": 0.3, + "labels": [ + "No", + "Yes" + ], + "marker": { + "colors": [ + "rgba(152, 251, 152, 1.0)", + "rgba(175, 238, 238, 1.0)" + ] + }, + "name": "", + "pull": [ + 0.02, + 0.02 + ], + "type": "pie", + "values": [ + 29, + 219 + ] + } + ], + "layout": { + "legend": { + "bgcolor": "#F5F6F9", + "font": { + "color": "#4D5663" + } + }, + "paper_bgcolor": "#F5F6F9", + "plot_bgcolor": "#F5F6F9", + "title": "Marriage status of people who had stroke", + "titlefont": { + "color": "#4D5663" + } + } + }, + "text/html": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "Married = df.groupby(df['ever_married'])['stroke'].sum()\n", + "df_Married = pd.DataFrame({'labels': Married.index,'values': Married.values})\n", + "df_Married.iplot(kind='pie',labels='labels',values='values', title='Marriage status of people who had stroke', colors = colors2, pull=[0.02, 0.02],hole = 0.3)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Stroke age among gender" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "linkText": "Export to plot.ly", + "plotlyServerURL": "https://plot.ly", + "showLink": true + }, + "data": [ + { + "histfunc": "count", + "histnorm": "", + "marker": { + "color": "rgba(255, 153, 51, 1.0)", + "line": { + "color": "#4D5663", + "width": 1.3 + } + }, + "name": "male_age", + "nbinsx": 20, + "opacity": 0.8, + "orientation": 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genderagehypertensionheart_diseaseever_marriedwork_typeResidence_typeavg_glucose_levelbmismoking_statusstroke
0067.0011PrivateUrban228.6936.6formerly smoked1
1080.0011PrivateRural105.9232.5never smoked1
2149.0001PrivateUrban171.2334.4smokes1
3179.0101Self-employedRural174.1224.0never smoked1
4081.0001PrivateUrban186.2129.0formerly smoked1
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" + ], + "text/plain": [ + " gender age hypertension heart_disease ever_married work_type \\\n", + "0 0 67.0 0 1 1 Private \n", + "1 0 80.0 0 1 1 Private \n", + "2 1 49.0 0 0 1 Private \n", + "3 1 79.0 1 0 1 Self-employed \n", + "4 0 81.0 0 0 1 Private \n", + "\n", + " Residence_type avg_glucose_level bmi smoking_status stroke \n", + "0 Urban 228.69 36.6 formerly smoked 1 \n", + "1 Rural 105.92 32.5 never smoked 1 \n", + "2 Urban 171.23 34.4 smokes 1 \n", + "3 Rural 174.12 24.0 never smoked 1 \n", + "4 Urban 186.21 29.0 formerly smoked 1 " + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df['ever_married'] = [ 0 if i !='Yes' else 1 for i in df['ever_married'] ]\n", + "df['gender'] = [0 if i != 'Female' else 1 for i in df['gender']]\n", + "df.head(5)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " gender age hypertension heart_disease ever_married \\\n", + "3378 1 40.0 1 0 1 \n", + "3225 1 34.0 0 0 1 \n", + "1713 1 45.0 0 0 1 \n", + "3067 1 25.0 0 0 0 \n", + "3451 1 8.0 0 0 0 \n", + "\n", + " avg_glucose_level bmi stroke work_type_Govt_job work_type_Private \\\n", + "3378 81.59 27.2 0 0 1 \n", + "3225 91.02 25.8 0 0 1 \n", + "1713 115.23 28.0 0 0 1 \n", + "3067 76.44 48.3 0 0 1 \n", + "3451 83.55 22.4 0 0 0 \n", + "\n", + " work_type_Self-employed work_type_children Residence_type_Rural \\\n", + "3378 0 0 1 \n", + "3225 0 0 0 \n", + "1713 0 0 0 \n", + "3067 0 0 0 \n", + "3451 0 1 0 \n", + "\n", + " Residence_type_Urban smoking_status_Unknown \\\n", + "3378 0 0 \n", + "3225 1 0 \n", + "1713 1 0 \n", + "3067 1 1 \n", + "3451 1 1 \n", + "\n", + " smoking_status_formerly smoked smoking_status_never smoked \\\n", + "3378 0 1 \n", + "3225 0 1 \n", + "1713 0 1 \n", + "3067 0 0 \n", + "3451 0 0 \n", + "\n", + " smoking_status_smokes \n", + "3378 0 \n", + "3225 0 \n", + "1713 0 \n", + "3067 0 \n", + "3451 0 " + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.get_dummies(df, columns = ['work_type', 'Residence_type','smoking_status'])\n", + "df.sample(5)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "gender 0\n", + "age 0\n", + "hypertension 0\n", + "heart_disease 0\n", + "ever_married 0\n", + "avg_glucose_level 0\n", + "bmi 0\n", + "stroke 0\n", + "work_type_Govt_job 0\n", + "work_type_Private 0\n", + "work_type_Self-employed 0\n", + "work_type_children 0\n", + "Residence_type_Rural 0\n", + "Residence_type_Urban 0\n", + "smoking_status_Unknown 0\n", + "smoking_status_formerly smoked 0\n", + "smoking_status_never smoked 0\n", + "smoking_status_smokes 0\n", + "dtype: int64" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.isnull().sum()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Target and Feature values / Train Test Split" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "X = df.drop(['stroke'], axis = 1)\n", + "y = df['stroke']" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "((3337, 17), (1644, 17))" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X_train, X_test, y_train , y_test = train_test_split(X,y, test_size = 0.33, random_state = 42)\n", + "X_train.shape, X_test.shape" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## MODEL BUILDING" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Decision Tree Classifier and Gini method" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
DecisionTreeClassifier(max_depth=5, random_state=0)
In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.
" + ], + "text/plain": [ + "DecisionTreeClassifier(max_depth=5, random_state=0)" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "clf_gini = DecisionTreeClassifier(criterion='gini', random_state=0,max_depth= 5)\n", + "clf_gini.fit(X_train, y_train)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Prediction Model File Generation" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Uncomment the lines below when any changes are made to the data" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "# model = DecisionTreeClassifier()\n", + "# model.fit(X_train,y_train)\n", + "# joblib.dump(model, 'stroke-prediction-model.joblib')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Prediction Model File Loading" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [], + "source": [ + "model = joblib.load('stroke-prediction-model.joblib')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Model accuracy score" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Testing Accuracy" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model accuracy score with criterion gini index: 0.9507\n" + ] + } + ], + "source": [ + "y_pred_gini = clf_gini.predict(X_test)\n", + "print('Model accuracy score with criterion gini index: {0:0.4f}'. format(accuracy_score(y_test, y_pred_gini)))" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0, 0, 0, ..., 0, 0, 0], dtype=int64)" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "y_pred_train_gini = clf_gini.predict(X_train)\n", + "\n", + "y_pred_train_gini" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Training Accuracy" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Training-set accuracy score: 0.9527\n" + ] + } + ], + "source": [ + "print('Training-set accuracy score: {0:0.4f}'. format(accuracy_score(y_train, y_pred_train_gini)))" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Training set score: 0.9527\n", + "Test set score: 0.9507\n" + ] + } + ], + "source": [ + "print('Training set score: {:.4f}'.format(clf_gini.score(X_train, y_train)))\n", + "\n", + "print('Test set score: {:.4f}'.format(clf_gini.score(X_test, y_test)))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## MODEL WORKING GRAPH" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "export_graphviz(model, out_file='stroke-prediction-visual-model.dot', \n", + " feature_names=['gender', 'age',\t'hypertension',\t'heart_disease',\t'ever_married',\t'avg_glucose_level',\t'bmi',\t'work_type_Govt_job',\t'work_type_Private',\t'work_type_Self-employed',\t'work_type_children',\t'Residence_type_Rural',\t'Residence_type_Urban',\t'smoking_status_Unknown',\t'smoking_status_formerly smoked',\t'smoking_status_never smoked',\t'smoking_status_smokes'],\n", + " label='all',\n", + " rounded=True,\n", + " filled=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## PREDICTION TESTING" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Case 1" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Gender = Male \n", + "Age = 40 \n", + "Hypertention = 0 \n", + "Heart Disease = 0 \n", + "Ever Married = 0 \n", + "Avg Glucose Level = 100 \n", + "bmi = 35 \n", + "Work Type Govt Job = 0 \n", + "Work Type Private = 1 \n", + "Work Type Self-Employed = 0 \n", + "Work Type Children = 0 \n", + "Residence Type Rural = 0 \n", + "Residence Type Urban = 1 \n", + "Smoking Status Formerly Smoked = 0 \n", + "Smoking Status Never Smoked = 1 \n", + "Smoking Status Smoked = 0\n", + "\n", + "Model predicts NO STROKE\n" + ] + } + ], + "source": [ + "print(\"Gender = Male \\nAge = 40 \\nHypertention = 0 \\nHeart Disease = 0 \\nEver Married = 0 \\n\\\n", + "Avg Glucose Level = 100 \\nbmi = 35 \\nWork Type Govt Job = 0 \\nWork Type Private = 1 \\nWork Type Self-Employed = 0 \\n\\\n", + "Work Type Children = 0 \\nResidence Type Rural = 0 \\nResidence Type Urban = 1 \\nSmoking Status Unknown = 0 \\nSmoking Status Formerly Smoked = 0 \\n\\\n", + "Smoking Status Never Smoked = 1 \\nSmoking Status Smoked = 0\")\n", + "\n", + "predictionOutcome = model.predict([[1,40,0,0,0,100,35,0,1,0,0,0,1,0,1,0,0]])\n", + "\n", + "if predictionOutcome == 0:\n", + " print(\"\\nModel predicts NO STROKE\")\n", + "else:\n", + " print(\"\\nModel predicts STROKE\")\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Case 2" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Gender = Female \n", + "Age = 35 \n", + "Hypertention = 1 \n", + "Heart Disease = 0 \n", + "Ever Married = 1 \n", + "Avg Glucose Level = 80 \n", + "bmi = 45 \n", + "Work Type Govt Job = 1 \n", + "Work Type Private = 0 \n", + "Work Type Self-Employed = 0 \n", + "Work Type Children = 0 \n", + "Residence Type Rural = 0 \n", + "Residence Type Urban = 1 \n", + "Smoking Status Formerly Smoked = 1 \n", + "Smoking Status Never Smoked = 0 \n", + "Smoking Status Smoked = 0\n", + "\n", + "Model predicts NO STROKE\n" + ] + } + ], + "source": [ + "print(\"Gender = Female \\nAge = 35 \\nHypertention = 1 \\nHeart Disease = 0 \\nEver Married = 1 \\n\\\n", + "Avg Glucose Level = 80 \\nbmi = 45 \\nWork Type Govt Job = 1 \\nWork Type Private = 0 \\nWork Type Self-Employed = 0 \\n\\\n", + "Work Type Children = 0 \\nResidence Type Rural = 0 \\nResidence Type Urban = 1 \\nSmoking Status Unknown = 0 \\nSmoking Status Formerly Smoked = 1 \\n\\\n", + "Smoking Status Never Smoked = 0 \\nSmoking Status Smoked = 0\")\n", + "\n", + "predictionOutcome = model.predict([[1,35,1,0,1,80,45,1,0,0,0,0,1,1,0,0,0]])\n", + "\n", + "if predictionOutcome == 0:\n", + " print(\"\\nModel predicts NO STROKE\")\n", + "else:\n", + " print(\"\\nModel predicts STROKE\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Case 3" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Gender = Male \n", + "Age = 20 \n", + "Hypertention = 0 \n", + "Heart Disease = 0 \n", + "Ever Married = 0 \n", + "Avg Glucose Level = 80 \n", + "bmi = 27 \n", + "Work Type Govt Job = 0 \n", + "Work Type Private = 0 \n", + "Work Type Self-Employed = 0 \n", + "Work Type Children = 1 \n", + "Residence Type Rural = 0 \n", + "Residence Type Urban = 1 \n", + "Smoking Status Formerly Smoked = 0 \n", + "Smoking Status Never Smoked = 0 \n", + "Smoking Status Smokes = 1\n", + "\n", + "Model predicts NO STROKE\n" + ] + } + ], + "source": [ + "print(\"Gender = Male \\nAge = 20 \\nHypertention = 0 \\nHeart Disease = 0 \\nEver Married = 0 \\n\\\n", + "Avg Glucose Level = 80 \\nbmi = 27 \\nWork Type Govt Job = 0 \\nWork Type Private = 0 \\nWork Type Self-Employed = 0 \\n\\\n", + "Work Type Children = 1 \\nResidence Type Rural = 0 \\nResidence Type Urban = 1 \\nSmoking Status Unknown = 0 \\nSmoking Status Formerly Smoked = 0 \\n\\\n", + "Smoking Status Never Smoked = 0 \\nSmoking Status Smokes = 1\")\n", + "\n", + "predictionOutcome = model.predict([[0,20,0,0,0,80,27,0,0,0,1,0,1,0,0,0,1]])\n", + "\n", + "if predictionOutcome == 0:\n", + " print(\"\\nModel predicts NO STROKE\")\n", + "else:\n", + " print(\"\\nModel predicts STROKE\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Case 4" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Gender = Male \n", + "Age = 20 \n", + "Hypertention = 0 \n", + "Heart Disease = 0 \n", + "Ever Married = 0 \n", + "Avg Glucose Level = 80 \n", + "bmi = 22 \n", + "Work Type Govt Job = 0 \n", + "Work Type Private = 0 \n", + "Work Type Self-Employed = 0 \n", + "Work Type Children = 1 \n", + "Residence Type Rural = 0 \n", + "Residence Type Urban = 1 \n", + "Smoking Status Formerly Smoked = 0 \n", + "Smoking Status Never Smoked = 0 \n", + "Smoking Status Smokes = 1\n", + "\n", + "Model predicts NO STROKE\n" + ] + } + ], + "source": [ + "print(\"Gender = Male \\nAge = 20 \\nHypertention = 0 \\nHeart Disease = 0 \\nEver Married = 0 \\n\\\n", + "Avg Glucose Level = 80 \\nbmi = 22 \\nWork Type Govt Job = 0 \\nWork Type Private = 0 \\nWork Type Self-Employed = 0 \\n\\\n", + "Work Type Children = 1 \\nResidence Type Rural = 0 \\nResidence Type Urban = 1 \\nSmoking Status Unknown = 0 \\nSmoking Status Formerly Smoked = 0 \\n\\\n", + "Smoking Status Never Smoked = 0 \\nSmoking Status Smokes = 1\")\n", + "\n", + "predictionOutcome = model.predict([[0,20,0,0,0,80,22,0,0,0,1,0,1,0,0,0,1]])\n", + "\n", + "if predictionOutcome == 0:\n", + " print(\"\\nModel predicts NO STROKE\")\n", + "else:\n", + " print(\"\\nModel predicts STROKE\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Case 5" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Gender = Male \n", + "Age = 20 \n", + "Hypertention = 1 \n", + "Heart Disease = 0 \n", + "Ever Married = 0 \n", + "Avg Glucose Level = 80 \n", + "bmi = 26 \n", + "Work Type Govt Job = 0 \n", + "Work Type Private = 0 \n", + "Work Type Self-Employed = 0 \n", + "Work Type Children = 1 \n", + "Residence Type Rural = 0 \n", + "Residence Type Urban = 1 \n", + "Smoking Status Unknown = 0 \n", + "Smoking Status Formerly Smoked = 0 \n", + "Smoking Status Never Smoked = 0 \n", + "Smoking Status Smokes = 1\n", + "\n", + "Model predicts NO STROKE\n" + ] + } + ], + "source": [ + "print(\"Gender = Male \\nAge = 20 \\nHypertention = 1 \\nHeart Disease = 0 \\nEver Married = 0 \\n\\\n", + "Avg Glucose Level = 80 \\nbmi = 26 \\nWork Type Govt Job = 0 \\nWork Type Private = 0 \\nWork Type Self-Employed = 0 \\n\\\n", + "Work Type Children = 1 \\nResidence Type Rural = 0 \\nResidence Type Urban = 1 \\nSmoking Status Unknown = 0 \\nSmoking Status Formerly Smoked = 0 \\n\\\n", + "Smoking Status Never Smoked = 0 \\nSmoking Status Smokes = 1\")\n", + "\n", + "predictionOutcome = model.predict([[0,20,1,0,0,80,26,0,0,0,1,0,1,0,0,0,1]])\n", + "\n", + "if predictionOutcome == 0:\n", + " print(\"\\nModel predicts NO STROKE\")\n", + "else:\n", + " print(\"\\nModel predicts STROKE\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Automated Runs" + ] + }, + { + "cell_type": "code", + "execution_count": 91, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "######################################################### PROGRAM STARTED #########################################################\n", + "\n", + "Array 0 = [ 0 2 0 1 0 116 47 0 1 1 0 1 1 1 0 1 1]\n", + "Model predicts NO STROKE = [0]\n", + "###################################################################################################################################\n", + "\n", + "Array 1 = [ 1 6 1 1 0 241 18 1 0 0 0 1 0 1 0 1 0]\n", + "Model predicts NO STROKE = [0]\n", + "###################################################################################################################################\n", + "\n", + "Array 2 = [ 0 19 0 1 0 94 21 1 0 1 1 0 1 1 1 0 1]\n", + "Model predicts NO STROKE = [0]\n", + "###################################################################################################################################\n", + "\n", + "Array 3 = [ 1 45 0 1 1 50 30 0 1 1 0 1 0 1 1 1 0]\n", + "Model predicts STROKE = [1]\n", + "######################################################### PROGRAM FINISHED #########################################################\n" + ] + } + ], + "source": [ + "import random\n", + "\n", + "count=0\n", + "array=[]\n", + "predictionOutcome=[0]\n", + "\n", + "print(\"######################################################### PROGRAM STARTED #########################################################\")\n", + "\n", + "while predictionOutcome == [0]:\n", + " arr1=np.random.randint(2, size=1)\n", + " arr2=np.random.randint(83, size=1)\n", + " arr3=np.random.randint(2, size=3)\n", + " arr4=np.random.randint(272, size=1)\n", + " arr5=np.random.randint(49, size=1)\n", + " arr6=np.random.randint(2, size=10)\n", + " \n", + " array = np.concatenate((arr1, arr2, arr3, arr4, arr5, arr6), axis=0)\n", + " \n", + " print(\"\\nArray %d =\" %count, array)\n", + " \n", + " predictionOutcome = model.predict([array])\n", + " \n", + " if predictionOutcome == 0:\n", + " print(\"Model predicts NO STROKE = \", predictionOutcome)\n", + " print(\"###################################################################################################################################\")\n", + " else:\n", + " print(\"Model predicts STROKE = \", predictionOutcome)\n", + " \n", + " count+=1\n", + "else:\n", + " print(\"######################################################### PROGRAM FINISHED #########################################################\")\n" + ] + } + ], + "metadata": { + "kernelspec": { + 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1164\nvalue = [1164, 0]", fillcolor="#e58139"] ; +3 -> 4 ; +5 [label="age <= 31.5\ngini = 0.013\nsamples = 158\nvalue = [157, 1]", fillcolor="#e5823a"] ; +3 -> 5 ; +6 [label="gini = 0.0\nsamples = 116\nvalue = [116, 0]", fillcolor="#e58139"] ; +5 -> 6 ; +7 [label="avg_glucose_level <= 76.645\ngini = 0.046\nsamples = 42\nvalue = [41, 1]", fillcolor="#e6843e"] ; +5 -> 7 ; +8 [label="avg_glucose_level <= 75.285\ngini = 0.165\nsamples = 11\nvalue = [10, 1]", fillcolor="#e88e4d"] ; +7 -> 8 ; +9 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]", fillcolor="#e58139"] ; +8 -> 9 ; +10 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +8 -> 10 ; +11 [label="gini = 0.0\nsamples = 31\nvalue = [31, 0]", fillcolor="#e58139"] ; +7 -> 11 ; +12 [label="avg_glucose_level <= 86.965\ngini = 0.038\nsamples = 513\nvalue = [503, 10]", fillcolor="#e6843d"] ; +2 -> 12 ; +13 [label="avg_glucose_level <= 86.935\ngini = 0.069\nsamples = 225\nvalue = [217, 8]", fillcolor="#e68640"] ; +12 -> 13 ; +14 [label="avg_glucose_level <= 82.26\ngini = 0.061\nsamples = 224\nvalue = [217, 7]", fillcolor="#e6853f"] ; +13 -> 14 ; +15 [label="hypertension <= 0.5\ngini = 0.035\nsamples = 170\nvalue = [167, 3]", fillcolor="#e5833d"] ; +14 -> 15 ; +16 [label="age <= 44.5\ngini = 0.025\nsamples = 161\nvalue = [159, 2]", fillcolor="#e5833b"] ; +15 -> 16 ; +17 [label="gini = 0.0\nsamples = 97\nvalue = [97, 0]", fillcolor="#e58139"] ; +16 -> 17 ; +18 [label="smoking_status_never smoked <= 0.5\ngini = 0.061\nsamples = 64\nvalue = [62, 2]", fillcolor="#e6853f"] ; +16 -> 18 ; +19 [label="gini = 0.0\nsamples = 38\nvalue = [38, 0]", fillcolor="#e58139"] ; +18 -> 19 ; +20 [label="age <= 46.5\ngini = 0.142\nsamples = 26\nvalue = [24, 2]", fillcolor="#e78c49"] ; +18 -> 20 ; +21 [label="work_type_Private <= 0.5\ngini = 0.278\nsamples = 12\nvalue = [10, 2]", fillcolor="#ea9a61"] ; +20 -> 21 ; +22 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139"] ; +21 -> 22 ; +23 [label="avg_glucose_level <= 79.6\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#f6d5bd"] ; +21 -> 23 ; +24 [label="bmi <= 29.05\ngini = 0.444\nsamples = 3\nvalue = [1, 2]", fillcolor="#9ccef2"] ; +23 -> 24 ; +25 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +24 -> 25 ; +26 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +24 -> 26 ; +27 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ; +23 -> 27 ; +28 [label="gini = 0.0\nsamples = 14\nvalue = [14, 0]", fillcolor="#e58139"] ; +20 -> 28 ; +29 [label="smoking_status_smokes <= 0.5\ngini = 0.198\nsamples = 9\nvalue = [8, 1]", fillcolor="#e89152"] ; +15 -> 29 ; +30 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]", fillcolor="#e58139"] ; +29 -> 30 ; +31 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +29 -> 31 ; +32 [label="avg_glucose_level <= 82.3\ngini = 0.137\nsamples = 54\nvalue = [50, 4]", fillcolor="#e78b49"] ; +14 -> 32 ; +33 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +32 -> 33 ; +34 [label="avg_glucose_level <= 83.425\ngini = 0.107\nsamples = 53\nvalue = [50, 3]", fillcolor="#e78945"] ; +32 -> 34 ; +35 [label="avg_glucose_level <= 83.19\ngini = 0.278\nsamples = 12\nvalue = [10, 2]", fillcolor="#ea9a61"] ; +34 -> 35 ; +36 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]", fillcolor="#e58139"] ; +35 -> 36 ; +37 [label="smoking_status_smokes <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]", fillcolor="#9ccef2"] ; +35 -> 37 ; +38 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +37 -> 38 ; +39 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +37 -> 39 ; +40 [label="age <= 47.5\ngini = 0.048\nsamples = 41\nvalue = [40, 1]", fillcolor="#e6843e"] ; +34 -> 40 ; +41 [label="gini = 0.0\nsamples = 37\nvalue = [37, 0]", fillcolor="#e58139"] ; +40 -> 41 ; +42 [label="avg_glucose_level <= 84.38\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#eeab7b"] ; +40 -> 42 ; +43 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +42 -> 43 ; +44 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139"] ; +42 -> 44 ; +45 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +13 -> 45 ; +46 [label="bmi <= 45.45\ngini = 0.014\nsamples = 288\nvalue = [286, 2]", fillcolor="#e5823a"] ; +12 -> 46 ; +47 [label="age <= 38.5\ngini = 0.007\nsamples = 283\nvalue = [282, 1]", fillcolor="#e5813a"] ; +46 -> 47 ; +48 [label="smoking_status_formerly smoked <= 0.5\ngini = 0.074\nsamples = 26\nvalue = [25, 1]", fillcolor="#e68641"] ; +47 -> 48 ; +49 [label="gini = 0.0\nsamples = 20\nvalue = [20, 0]", fillcolor="#e58139"] ; +48 -> 49 ; +50 [label="bmi <= 30.35\ngini = 0.278\nsamples = 6\nvalue = [5, 1]", fillcolor="#ea9a61"] ; +48 -> 50 ; +51 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +50 -> 51 ; +52 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139"] ; +50 -> 52 ; +53 [label="gini = 0.0\nsamples = 257\nvalue = [257, 0]", fillcolor="#e58139"] ; +47 -> 53 ; +54 [label="bmi <= 46.2\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#eca06a"] ; +46 -> 54 ; +55 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +54 -> 55 ; +56 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139"] ; +54 -> 56 ; +57 [label="avg_glucose_level <= 100.97\ngini = 0.108\nsamples = 836\nvalue = [788, 48]", fillcolor="#e78945"] ; +1 -> 57 ; +58 [label="bmi <= 25.55\ngini = 0.068\nsamples = 482\nvalue = [465, 17]", fillcolor="#e68640"] ; +57 -> 58 ; +59 [label="gini = 0.0\nsamples = 81\nvalue = [81, 0]", fillcolor="#e58139"] ; +58 -> 59 ; +60 [label="bmi <= 30.4\ngini = 0.081\nsamples = 401\nvalue = [384, 17]", fillcolor="#e68742"] ; +58 -> 60 ; +61 [label="bmi <= 29.95\ngini = 0.121\nsamples = 185\nvalue = [173, 12]", fillcolor="#e78a47"] ; +60 -> 61 ; +62 [label="bmi <= 26.45\ngini = 0.071\nsamples = 162\nvalue = [156, 6]", fillcolor="#e68641"] ; +61 -> 62 ; +63 [label="avg_glucose_level <= 92.03\ngini = 0.204\nsamples = 26\nvalue = [23, 3]", fillcolor="#e89153"] ; +62 -> 63 ; +64 [label="gini = 0.0\nsamples = 21\nvalue = [21, 0]", fillcolor="#e58139"] ; +63 -> 64 ; +65 [label="bmi <= 26.25\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#bddef6"] ; +63 -> 65 ; +66 [label="work_type_Self-employed <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ; +65 -> 66 ; +67 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ; +66 -> 67 ; +68 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +66 -> 68 ; +69 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +65 -> 69 ; +70 [label="work_type_Govt_job <= 0.5\ngini = 0.043\nsamples = 136\nvalue = [133, 3]", fillcolor="#e6843d"] ; +62 -> 70 ; +71 [label="age <= 54.5\ngini = 0.017\nsamples = 120\nvalue = [119, 1]", fillcolor="#e5823b"] ; +70 -> 71 ; +72 [label="age <= 53.5\ngini = 0.048\nsamples = 41\nvalue = [40, 1]", fillcolor="#e6843e"] ; +71 -> 72 ; +73 [label="gini = 0.0\nsamples = 32\nvalue = [32, 0]", fillcolor="#e58139"] ; +72 -> 73 ; +74 [label="gender <= 0.5\ngini = 0.198\nsamples = 9\nvalue = [8, 1]", fillcolor="#e89152"] ; +72 -> 74 ; +75 [label="avg_glucose_level <= 64.39\ngini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ; +74 -> 75 ; +76 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +75 -> 76 ; +77 [label="bmi <= 28.95\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ; +75 -> 77 ; +78 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +77 -> 78 ; +79 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +77 -> 79 ; +80 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139"] ; +74 -> 80 ; +81 [label="gini = 0.0\nsamples = 79\nvalue = [79, 0]", fillcolor="#e58139"] ; +71 -> 81 ; +82 [label="heart_disease <= 0.5\ngini = 0.219\nsamples = 16\nvalue = [14, 2]", fillcolor="#e99355"] ; +70 -> 82 ; +83 [label="hypertension <= 0.5\ngini = 0.124\nsamples = 15\nvalue = [14, 1]", fillcolor="#e78a47"] ; +82 -> 83 ; +84 [label="gini = 0.0\nsamples = 14\nvalue = [14, 0]", fillcolor="#e58139"] ; +83 -> 84 ; +85 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +83 -> 85 ; +86 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +82 -> 86 ; +87 [label="Residence_type_Rural <= 0.5\ngini = 0.386\nsamples = 23\nvalue = [17, 6]", fillcolor="#eead7f"] ; +61 -> 87 ; +88 [label="age <= 63.5\ngini = 0.469\nsamples = 8\nvalue = [3, 5]", fillcolor="#b0d8f5"] ; +87 -> 88 ; +89 [label="work_type_Govt_job <= 0.5\ngini = 0.278\nsamples = 6\nvalue = [1, 5]", fillcolor="#61b1ea"] ; +88 -> 89 ; +90 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5"] ; +89 -> 90 ; +91 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +89 -> 91 ; +92 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ; +88 -> 92 ; +93 [label="age <= 50.5\ngini = 0.124\nsamples = 15\nvalue = [14, 1]", fillcolor="#e78a47"] ; +87 -> 93 ; +94 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +93 -> 94 ; +95 [label="gini = 0.0\nsamples = 14\nvalue = [14, 0]", fillcolor="#e58139"] ; +93 -> 95 ; +96 [label="ever_married <= 0.5\ngini = 0.045\nsamples = 216\nvalue = [211, 5]", fillcolor="#e6843e"] ; +60 -> 96 ; +97 [label="bmi <= 37.2\ngini = 0.208\nsamples = 17\nvalue = [15, 2]", fillcolor="#e89253"] ; +96 -> 97 ; +98 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]", fillcolor="#e58139"] ; +97 -> 98 ; +99 [label="Residence_type_Rural <= 0.5\ngini = 0.444\nsamples = 6\nvalue = [4, 2]", fillcolor="#f2c09c"] ; +97 -> 99 ; +100 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +99 -> 100 ; +101 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139"] ; +99 -> 101 ; +102 [label="work_type_Govt_job <= 0.5\ngini = 0.03\nsamples = 199\nvalue = [196, 3]", fillcolor="#e5833c"] ; +96 -> 102 ; +103 [label="smoking_status_Unknown <= 0.5\ngini = 0.012\nsamples = 163\nvalue = [162, 1]", fillcolor="#e5823a"] ; +102 -> 103 ; +104 [label="gini = 0.0\nsamples = 132\nvalue = [132, 0]", fillcolor="#e58139"] ; +103 -> 104 ; +105 [label="bmi <= 36.65\ngini = 0.062\nsamples = 31\nvalue = [30, 1]", fillcolor="#e68540"] ; +103 -> 105 ; +106 [label="gini = 0.0\nsamples = 27\nvalue = [27, 0]", fillcolor="#e58139"] ; +105 -> 106 ; +107 [label="bmi <= 37.85\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#eeab7b"] ; +105 -> 107 ; +108 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +107 -> 108 ; +109 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139"] ; +107 -> 109 ; +110 [label="avg_glucose_level <= 68.26\ngini = 0.105\nsamples = 36\nvalue = [34, 2]", fillcolor="#e78845"] ; +102 -> 110 ; +111 [label="avg_glucose_level <= 63.415\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#f6d5bd"] ; +110 -> 111 ; +112 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ; +111 -> 112 ; +113 [label="bmi <= 43.85\ngini = 0.444\nsamples = 3\nvalue = [1, 2]", fillcolor="#9ccef2"] ; +111 -> 113 ; +114 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +113 -> 114 ; +115 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +113 -> 115 ; +116 [label="gini = 0.0\nsamples = 31\nvalue = [31, 0]", fillcolor="#e58139"] ; +110 -> 116 ; +117 [label="avg_glucose_level <= 101.015\ngini = 0.16\nsamples = 354\nvalue = [323, 31]", fillcolor="#e78d4c"] ; +57 -> 117 ; +118 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +117 -> 118 ; +119 [label="smoking_status_never smoked <= 0.5\ngini = 0.156\nsamples = 353\nvalue = [323, 30]", fillcolor="#e78d4b"] ; +117 -> 119 ; +120 [label="bmi <= 45.85\ngini = 0.213\nsamples = 214\nvalue = [188, 26]", fillcolor="#e99254"] ; +119 -> 120 ; +121 [label="avg_glucose_level <= 222.245\ngini = 0.207\nsamples = 213\nvalue = [188, 25]", fillcolor="#e89253"] ; +120 -> 121 ; +122 [label="avg_glucose_level <= 221.86\ngini = 0.236\nsamples = 183\nvalue = [158, 25]", fillcolor="#e99558"] ; +121 -> 122 ; +123 [label="age <= 55.5\ngini = 0.229\nsamples = 182\nvalue = [158, 24]", fillcolor="#e99457"] ; +122 -> 123 ; +124 [label="avg_glucose_level <= 105.11\ngini = 0.145\nsamples = 89\nvalue = [82, 7]", fillcolor="#e78c4a"] ; +123 -> 124 ; +125 [label="avg_glucose_level <= 104.375\ngini = 0.426\nsamples = 13\nvalue = [9, 4]", fillcolor="#f1b991"] ; +124 -> 125 ; +126 [label="age <= 51.5\ngini = 0.298\nsamples = 11\nvalue = [9, 2]", fillcolor="#eb9d65"] ; +125 -> 126 ; +127 [label="Residence_type_Urban <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#f6d5bd"] ; +126 -> 127 ; +128 [label="gender <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]", fillcolor="#9ccef2"] ; +127 -> 128 ; +129 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +128 -> 129 ; +130 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +128 -> 130 ; +131 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ; +127 -> 131 ; +132 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139"] ; +126 -> 132 ; +133 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +125 -> 133 ; +134 [label="bmi <= 40.3\ngini = 0.076\nsamples = 76\nvalue = [73, 3]", fillcolor="#e68641"] ; +124 -> 134 ; +135 [label="age <= 49.5\ngini = 0.031\nsamples = 64\nvalue = [63, 1]", fillcolor="#e5833c"] ; +134 -> 135 ; +136 [label="avg_glucose_level <= 155.33\ngini = 0.219\nsamples = 8\nvalue = [7, 1]", fillcolor="#e99355"] ; +135 -> 136 ; +137 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139"] ; +136 -> 137 ; +138 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +136 -> 138 ; +139 [label="gini = 0.0\nsamples = 56\nvalue = [56, 0]", fillcolor="#e58139"] ; +135 -> 139 ; +140 [label="bmi <= 42.7\ngini = 0.278\nsamples = 12\nvalue = [10, 2]", fillcolor="#ea9a61"] ; +134 -> 140 ; +141 [label="smoking_status_smokes <= 0.5\ngini = 0.444\nsamples = 6\nvalue = [4, 2]", fillcolor="#f2c09c"] ; +140 -> 141 ; +142 [label="bmi <= 42.3\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#eca06a"] ; +141 -> 142 ; +143 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139"] ; +142 -> 143 ; +144 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +142 -> 144 ; +145 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +141 -> 145 ; +146 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139"] ; +140 -> 146 ; +147 [label="age <= 59.5\ngini = 0.299\nsamples = 93\nvalue = [76, 17]", fillcolor="#eb9d65"] ; +123 -> 147 ; +148 [label="work_type_Private <= 0.5\ngini = 0.42\nsamples = 40\nvalue = [28, 12]", fillcolor="#f0b78e"] ; +147 -> 148 ; +149 [label="bmi <= 29.4\ngini = 0.208\nsamples = 17\nvalue = [15, 2]", fillcolor="#e89253"] ; +148 -> 149 ; +150 [label="bmi <= 26.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#ffffff"] ; +149 -> 150 ; +151 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ; +150 -> 151 ; +152 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +150 -> 152 ; +153 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]", fillcolor="#e58139"] ; +149 -> 153 ; +154 [label="bmi <= 30.85\ngini = 0.491\nsamples = 23\nvalue = [13, 10]", fillcolor="#f9e2d1"] ; +148 -> 154 ; +155 [label="bmi <= 24.55\ngini = 0.165\nsamples = 11\nvalue = [10, 1]", fillcolor="#e88e4d"] ; +154 -> 155 ; +156 [label="age <= 58.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ; +155 -> 156 ; +157 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +156 -> 157 ; +158 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +156 -> 158 ; +159 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]", fillcolor="#e58139"] ; +155 -> 159 ; +160 [label="bmi <= 35.15\ngini = 0.375\nsamples = 12\nvalue = [3, 9]", fillcolor="#7bbeee"] ; +154 -> 160 ; +161 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5"] ; +160 -> 161 ; +162 [label="avg_glucose_level <= 198.86\ngini = 0.49\nsamples = 7\nvalue = [3, 4]", fillcolor="#cee6f8"] ; +160 -> 162 ; +163 [label="gender <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [3, 2]", fillcolor="#f6d5bd"] ; +162 -> 163 ; +164 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ; +163 -> 164 ; +165 [label="smoking_status_smokes <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]", fillcolor="#9ccef2"] ; +163 -> 165 ; +166 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +165 -> 166 ; +167 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +165 -> 167 ; +168 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +162 -> 168 ; +169 [label="bmi <= 21.2\ngini = 0.171\nsamples = 53\nvalue = [48, 5]", fillcolor="#e88e4e"] ; +147 -> 169 ; +170 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +169 -> 170 ; +171 [label="heart_disease <= 0.5\ngini = 0.142\nsamples = 52\nvalue = [48, 4]", fillcolor="#e78c49"] ; +169 -> 171 ; +172 [label="age <= 62.5\ngini = 0.083\nsamples = 46\nvalue = [44, 2]", fillcolor="#e68742"] ; +171 -> 172 ; +173 [label="gini = 0.0\nsamples = 32\nvalue = [32, 0]", fillcolor="#e58139"] ; +172 -> 173 ; +174 [label="bmi <= 24.0\ngini = 0.245\nsamples = 14\nvalue = [12, 2]", fillcolor="#e9965a"] ; +172 -> 174 ; +175 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +174 -> 175 ; +176 [label="work_type_Self-employed <= 0.5\ngini = 0.142\nsamples = 13\nvalue = [12, 1]", fillcolor="#e78c49"] ; +174 -> 176 ; +177 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]", fillcolor="#e58139"] ; +176 -> 177 ; +178 [label="bmi <= 30.25\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#eeab7b"] ; +176 -> 178 ; +179 [label="smoking_status_Unknown <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ; +178 -> 179 ; +180 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +179 -> 180 ; +181 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +179 -> 181 ; +182 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ; +178 -> 182 ; +183 [label="smoking_status_smokes <= 0.5\ngini = 0.444\nsamples = 6\nvalue = [4, 2]", fillcolor="#f2c09c"] ; +171 -> 183 ; +184 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139"] ; +183 -> 184 ; +185 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +183 -> 185 ; +186 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +122 -> 186 ; +187 [label="gini = 0.0\nsamples = 30\nvalue = [30, 0]", fillcolor="#e58139"] ; +121 -> 187 ; +188 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +120 -> 188 ; +189 [label="age <= 60.5\ngini = 0.056\nsamples = 139\nvalue = [135, 4]", fillcolor="#e6853f"] ; +119 -> 189 ; +190 [label="age <= 51.5\ngini = 0.02\nsamples = 100\nvalue = [99, 1]", fillcolor="#e5823b"] ; +189 -> 190 ; +191 [label="avg_glucose_level <= 158.28\ngini = 0.077\nsamples = 25\nvalue = [24, 1]", fillcolor="#e68641"] ; +190 -> 191 ; +192 [label="gini = 0.0\nsamples = 18\nvalue = [18, 0]", fillcolor="#e58139"] ; +191 -> 192 ; +193 [label="avg_glucose_level <= 170.825\ngini = 0.245\nsamples = 7\nvalue = [6, 1]", fillcolor="#e9965a"] ; +191 -> 193 ; +194 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +193 -> 194 ; +195 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139"] ; +193 -> 195 ; +196 [label="gini = 0.0\nsamples = 75\nvalue = [75, 0]", fillcolor="#e58139"] ; +190 -> 196 ; +197 [label="avg_glucose_level <= 228.38\ngini = 0.142\nsamples = 39\nvalue = [36, 3]", fillcolor="#e78c49"] ; +189 -> 197 ; +198 [label="avg_glucose_level <= 197.175\ngini = 0.1\nsamples = 38\nvalue = [36, 2]", fillcolor="#e68844"] ; +197 -> 198 ; +199 [label="gini = 0.0\nsamples = 25\nvalue = [25, 0]", fillcolor="#e58139"] ; +198 -> 199 ; +200 [label="avg_glucose_level <= 202.985\ngini = 0.26\nsamples = 13\nvalue = [11, 2]", fillcolor="#ea985d"] ; +198 -> 200 ; +201 [label="gender <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]", fillcolor="#9ccef2"] ; +200 -> 201 ; +202 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +201 -> 202 ; +203 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +201 -> 203 ; +204 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]", fillcolor="#e58139"] ; +200 -> 204 ; +205 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +197 -> 205 ; +206 [label="bmi <= 29.35\ngini = 0.264\nsamples = 666\nvalue = [562, 104]", fillcolor="#ea985e"] ; +0 -> 206 [labeldistance=2.5, labelangle=-45, headlabel="False"] ; +207 [label="age <= 73.5\ngini = 0.316\nsamples = 366\nvalue = [294, 72]", fillcolor="#eba069"] ; +206 -> 207 ; +208 [label="bmi <= 26.65\ngini = 0.229\nsamples = 129\nvalue = [112, 17]", fillcolor="#e99457"] ; +207 -> 208 ; +209 [label="avg_glucose_level <= 238.14\ngini = 0.15\nsamples = 61\nvalue = [56, 5]", fillcolor="#e78c4b"] ; +208 -> 209 ; +210 [label="bmi <= 22.85\ngini = 0.128\nsamples = 58\nvalue = [54, 4]", fillcolor="#e78a48"] ; +209 -> 210 ; +211 [label="ever_married <= 0.5\ngini = 0.255\nsamples = 20\nvalue = [17, 3]", fillcolor="#ea975c"] ; +210 -> 211 ; +212 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +211 -> 212 ; +213 [label="Residence_type_Rural <= 0.5\ngini = 0.188\nsamples = 19\nvalue = [17, 2]", fillcolor="#e89050"] ; +211 -> 213 ; +214 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]", fillcolor="#e58139"] ; +213 -> 214 ; +215 [label="gender <= 0.5\ngini = 0.375\nsamples = 8\nvalue = [6, 2]", fillcolor="#eeab7b"] ; +213 -> 215 ; +216 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +215 -> 216 ; +217 [label="avg_glucose_level <= 156.08\ngini = 0.245\nsamples = 7\nvalue = [6, 1]", fillcolor="#e9965a"] ; +215 -> 217 ; +218 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139"] ; +217 -> 218 ; +219 [label="work_type_Self-employed <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ; +217 -> 219 ; +220 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +219 -> 220 ; +221 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +219 -> 221 ; +222 [label="avg_glucose_level <= 62.19\ngini = 0.051\nsamples = 38\nvalue = [37, 1]", fillcolor="#e6843e"] ; +210 -> 222 ; +223 [label="avg_glucose_level <= 61.65\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#eeab7b"] ; +222 -> 223 ; +224 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139"] ; +223 -> 224 ; +225 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +223 -> 225 ; +226 [label="gini = 0.0\nsamples = 34\nvalue = [34, 0]", fillcolor="#e58139"] ; +222 -> 226 ; +227 [label="avg_glucose_level <= 246.835\ngini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ; +209 -> 227 ; +228 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +227 -> 228 ; +229 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ; +227 -> 229 ; +230 [label="avg_glucose_level <= 76.885\ngini = 0.291\nsamples = 68\nvalue = [56, 12]", fillcolor="#eb9c63"] ; +208 -> 230 ; +231 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]", fillcolor="#e58139"] ; +230 -> 231 ; +232 [label="bmi <= 29.25\ngini = 0.341\nsamples = 55\nvalue = [43, 12]", fillcolor="#eca470"] ; +230 -> 232 ; +233 [label="avg_glucose_level <= 78.755\ngini = 0.324\nsamples = 54\nvalue = [43, 11]", fillcolor="#eca16c"] ; +232 -> 233 ; +234 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +233 -> 234 ; +235 [label="bmi <= 28.55\ngini = 0.306\nsamples = 53\nvalue = [43, 10]", fillcolor="#eb9e67"] ; +233 -> 235 ; +236 [label="gender <= 0.5\ngini = 0.361\nsamples = 38\nvalue = [29, 9]", fillcolor="#eda876"] ; +235 -> 236 ; +237 [label="smoking_status_never smoked <= 0.5\ngini = 0.236\nsamples = 22\nvalue = [19, 3]", fillcolor="#e99558"] ; +236 -> 237 ; +238 [label="bmi <= 27.15\ngini = 0.42\nsamples = 10\nvalue = [7, 3]", fillcolor="#f0b78e"] ; +237 -> 238 ; +239 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139"] ; +238 -> 239 ; +240 [label="avg_glucose_level <= 90.19\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#bddef6"] ; +238 -> 240 ; +241 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ; +240 -> 241 ; +242 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5"] ; +240 -> 242 ; +243 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]", fillcolor="#e58139"] ; +237 -> 243 ; +244 [label="avg_glucose_level <= 83.18\ngini = 0.469\nsamples = 16\nvalue = [10, 6]", fillcolor="#f5cdb0"] ; +236 -> 244 ; +245 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +244 -> 245 ; +246 [label="bmi <= 26.95\ngini = 0.408\nsamples = 14\nvalue = [10, 4]", fillcolor="#efb388"] ; +244 -> 246 ; +247 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +246 -> 247 ; +248 [label="age <= 71.5\ngini = 0.278\nsamples = 12\nvalue = [10, 2]", fillcolor="#ea9a61"] ; +246 -> 248 ; +249 [label="hypertension <= 0.5\ngini = 0.165\nsamples = 11\nvalue = [10, 1]", fillcolor="#e88e4d"] ; +248 -> 249 ; +250 [label="gini = 0.0\nsamples = 9\nvalue = [9, 0]", fillcolor="#e58139"] ; +249 -> 250 ; +251 [label="avg_glucose_level <= 166.86\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ; +249 -> 251 ; +252 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +251 -> 252 ; +253 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +251 -> 253 ; +254 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +248 -> 254 ; +255 [label="smoking_status_smokes <= 0.5\ngini = 0.124\nsamples = 15\nvalue = [14, 1]", fillcolor="#e78a47"] ; +235 -> 255 ; +256 [label="gini = 0.0\nsamples = 13\nvalue = [13, 0]", fillcolor="#e58139"] ; +255 -> 256 ; +257 [label="avg_glucose_level <= 82.305\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ; +255 -> 257 ; +258 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +257 -> 258 ; +259 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +257 -> 259 ; +260 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +232 -> 260 ; +261 [label="work_type_Private <= 0.5\ngini = 0.356\nsamples = 237\nvalue = [182, 55]", fillcolor="#eda775"] ; +207 -> 261 ; +262 [label="bmi <= 17.6\ngini = 0.296\nsamples = 133\nvalue = [109, 24]", fillcolor="#eb9d65"] ; +261 -> 262 ; +263 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +262 -> 263 ; +264 [label="bmi <= 29.25\ngini = 0.288\nsamples = 132\nvalue = [109, 23]", fillcolor="#ea9c63"] ; +262 -> 264 ; +265 [label="bmi <= 26.15\ngini = 0.279\nsamples = 131\nvalue = [109, 22]", fillcolor="#ea9a61"] ; +264 -> 265 ; +266 [label="age <= 79.5\ngini = 0.187\nsamples = 67\nvalue = [60, 7]", fillcolor="#e89050"] ; +265 -> 266 ; +267 [label="avg_glucose_level <= 132.52\ngini = 0.089\nsamples = 43\nvalue = [41, 2]", fillcolor="#e68743"] ; +266 -> 267 ; +268 [label="gini = 0.0\nsamples = 32\nvalue = [32, 0]", fillcolor="#e58139"] ; +267 -> 268 ; +269 [label="avg_glucose_level <= 182.725\ngini = 0.298\nsamples = 11\nvalue = [9, 2]", fillcolor="#eb9d65"] ; +267 -> 269 ; +270 [label="heart_disease <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [1, 2]", fillcolor="#9ccef2"] ; +269 -> 270 ; +271 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +270 -> 271 ; +272 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +270 -> 272 ; +273 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]", fillcolor="#e58139"] ; +269 -> 273 ; +274 [label="smoking_status_never smoked <= 0.5\ngini = 0.33\nsamples = 24\nvalue = [19, 5]", fillcolor="#eca26d"] ; +266 -> 274 ; +275 [label="bmi <= 19.6\ngini = 0.153\nsamples = 12\nvalue = [11, 1]", fillcolor="#e78c4b"] ; +274 -> 275 ; +276 [label="smoking_status_Unknown <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ; +275 -> 276 ; +277 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +276 -> 277 ; +278 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +276 -> 278 ; +279 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]", fillcolor="#e58139"] ; +275 -> 279 ; +280 [label="gender <= 0.5\ngini = 0.444\nsamples = 12\nvalue = [8, 4]", fillcolor="#f2c09c"] ; +274 -> 280 ; +281 [label="avg_glucose_level <= 80.215\ngini = 0.444\nsamples = 3\nvalue = [1, 2]", fillcolor="#9ccef2"] ; +280 -> 281 ; +282 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +281 -> 282 ; +283 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +281 -> 283 ; +284 [label="avg_glucose_level <= 99.72\ngini = 0.346\nsamples = 9\nvalue = [7, 2]", fillcolor="#eca572"] ; +280 -> 284 ; +285 [label="avg_glucose_level <= 89.025\ngini = 0.444\nsamples = 6\nvalue = [4, 2]", fillcolor="#f2c09c"] ; +284 -> 285 ; +286 [label="hypertension <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [4, 1]", fillcolor="#eca06a"] ; +285 -> 286 ; +287 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139"] ; +286 -> 287 ; +288 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +286 -> 288 ; +289 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +285 -> 289 ; +290 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139"] ; +284 -> 290 ; +291 [label="bmi <= 27.15\ngini = 0.359\nsamples = 64\nvalue = [49, 15]", fillcolor="#eda876"] ; +265 -> 291 ; +292 [label="age <= 80.5\ngini = 0.488\nsamples = 19\nvalue = [11, 8]", fillcolor="#f8ddc9"] ; +291 -> 292 ; +293 [label="avg_glucose_level <= 79.015\ngini = 0.498\nsamples = 15\nvalue = [7, 8]", fillcolor="#e6f3fc"] ; +292 -> 293 ; +294 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5"] ; +293 -> 294 ; +295 [label="Residence_type_Urban <= 0.5\ngini = 0.486\nsamples = 12\nvalue = [7, 5]", fillcolor="#f8dbc6"] ; +293 -> 295 ; +296 [label="hypertension <= 0.5\ngini = 0.278\nsamples = 6\nvalue = [5, 1]", fillcolor="#ea9a61"] ; +295 -> 296 ; +297 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139"] ; +296 -> 297 ; +298 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +296 -> 298 ; +299 [label="smoking_status_smokes <= 0.5\ngini = 0.444\nsamples = 6\nvalue = [2, 4]", fillcolor="#9ccef2"] ; +295 -> 299 ; +300 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5"] ; +299 -> 300 ; +301 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ; +299 -> 301 ; +302 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139"] ; +292 -> 302 ; +303 [label="avg_glucose_level <= 62.88\ngini = 0.263\nsamples = 45\nvalue = [38, 7]", fillcolor="#ea985d"] ; +291 -> 303 ; +304 [label="age <= 76.5\ngini = 0.5\nsamples = 6\nvalue = [3, 3]", fillcolor="#ffffff"] ; +303 -> 304 ; +305 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +304 -> 305 ; +306 [label="heart_disease <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#eeab7b"] ; +304 -> 306 ; +307 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139"] ; +306 -> 307 ; +308 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +306 -> 308 ; +309 [label="avg_glucose_level <= 92.78\ngini = 0.184\nsamples = 39\nvalue = [35, 4]", fillcolor="#e88f50"] ; +303 -> 309 ; +310 [label="gini = 0.0\nsamples = 19\nvalue = [19, 0]", fillcolor="#e58139"] ; +309 -> 310 ; +311 [label="bmi <= 29.15\ngini = 0.32\nsamples = 20\nvalue = [16, 4]", fillcolor="#eca06a"] ; +309 -> 311 ; +312 [label="gender <= 0.5\ngini = 0.266\nsamples = 19\nvalue = [16, 3]", fillcolor="#ea995e"] ; +311 -> 312 ; +313 [label="gini = 0.0\nsamples = 10\nvalue = [10, 0]", fillcolor="#e58139"] ; +312 -> 313 ; +314 [label="smoking_status_formerly smoked <= 0.5\ngini = 0.444\nsamples = 9\nvalue = [6, 3]", fillcolor="#f2c09c"] ; +312 -> 314 ; +315 [label="age <= 75.5\ngini = 0.245\nsamples = 7\nvalue = [6, 1]", fillcolor="#e9965a"] ; +314 -> 315 ; +316 [label="heart_disease <= 0.5\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ; +315 -> 316 ; +317 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +316 -> 317 ; +318 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +316 -> 318 ; +319 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139"] ; +315 -> 319 ; +320 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +314 -> 320 ; +321 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +311 -> 321 ; +322 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +264 -> 322 ; +323 [label="smoking_status_Unknown <= 0.5\ngini = 0.418\nsamples = 104\nvalue = [73, 31]", fillcolor="#f0b78d"] ; +261 -> 323 ; +324 [label="hypertension <= 0.5\ngini = 0.378\nsamples = 79\nvalue = [59, 20]", fillcolor="#eeac7c"] ; +323 -> 324 ; +325 [label="age <= 78.5\ngini = 0.312\nsamples = 62\nvalue = [50, 12]", fillcolor="#eb9f69"] ; +324 -> 325 ; +326 [label="avg_glucose_level <= 61.6\ngini = 0.137\nsamples = 27\nvalue = [25, 2]", fillcolor="#e78b49"] ; +325 -> 326 ; +327 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +326 -> 327 ; +328 [label="bmi <= 24.15\ngini = 0.074\nsamples = 26\nvalue = [25, 1]", fillcolor="#e68641"] ; +326 -> 328 ; +329 [label="smoking_status_never smoked <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ; +328 -> 329 ; +330 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +329 -> 330 ; +331 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ; +329 -> 331 ; +332 [label="gini = 0.0\nsamples = 23\nvalue = [23, 0]", fillcolor="#e58139"] ; +328 -> 332 ; +333 [label="avg_glucose_level <= 107.125\ngini = 0.408\nsamples = 35\nvalue = [25, 10]", fillcolor="#efb388"] ; +325 -> 333 ; +334 [label="smoking_status_never smoked <= 0.5\ngini = 0.227\nsamples = 23\nvalue = [20, 3]", fillcolor="#e99457"] ; +333 -> 334 ; +335 [label="gini = 0.0\nsamples = 11\nvalue = [11, 0]", fillcolor="#e58139"] ; +334 -> 335 ; +336 [label="age <= 79.5\ngini = 0.375\nsamples = 12\nvalue = [9, 3]", fillcolor="#eeab7b"] ; +334 -> 336 ; +337 [label="heart_disease <= 0.5\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#ffffff"] ; +336 -> 337 ; +338 [label="avg_glucose_level <= 71.035\ngini = 0.444\nsamples = 3\nvalue = [1, 2]", fillcolor="#9ccef2"] ; +337 -> 338 ; +339 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +338 -> 339 ; +340 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +338 -> 340 ; +341 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +337 -> 341 ; +342 [label="bmi <= 26.5\ngini = 0.219\nsamples = 8\nvalue = [7, 1]", fillcolor="#e99355"] ; +336 -> 342 ; +343 [label="avg_glucose_level <= 82.885\ngini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ; +342 -> 343 ; +344 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +343 -> 344 ; +345 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ; +343 -> 345 ; +346 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139"] ; +342 -> 346 ; +347 [label="ever_married <= 0.5\ngini = 0.486\nsamples = 12\nvalue = [5, 7]", fillcolor="#c6e3f8"] ; +333 -> 347 ; +348 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139"] ; +347 -> 348 ; +349 [label="smoking_status_never smoked <= 0.5\ngini = 0.346\nsamples = 9\nvalue = [2, 7]", fillcolor="#72b9ec"] ; +347 -> 349 ; +350 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5"] ; +349 -> 350 ; +351 [label="heart_disease <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#bddef6"] ; +349 -> 351 ; +352 [label="age <= 80.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ; +351 -> 352 ; +353 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ; +352 -> 353 ; +354 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +352 -> 354 ; +355 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +351 -> 355 ; +356 [label="avg_glucose_level <= 82.24\ngini = 0.498\nsamples = 17\nvalue = [9, 8]", fillcolor="#fcf1e9"] ; +324 -> 356 ; +357 [label="avg_glucose_level <= 64.685\ngini = 0.408\nsamples = 7\nvalue = [2, 5]", fillcolor="#88c4ef"] ; +356 -> 357 ; +358 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ; +357 -> 358 ; +359 [label="gini = 0.0\nsamples = 5\nvalue = [0, 5]", fillcolor="#399de5"] ; +357 -> 359 ; +360 [label="avg_glucose_level <= 237.3\ngini = 0.42\nsamples = 10\nvalue = [7, 3]", fillcolor="#f0b78e"] ; +356 -> 360 ; +361 [label="ever_married <= 0.5\ngini = 0.219\nsamples = 8\nvalue = [7, 1]", fillcolor="#e99355"] ; +360 -> 361 ; +362 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +361 -> 362 ; +363 [label="gini = 0.0\nsamples = 7\nvalue = [7, 0]", fillcolor="#e58139"] ; +361 -> 363 ; +364 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +360 -> 364 ; +365 [label="Residence_type_Urban <= 0.5\ngini = 0.493\nsamples = 25\nvalue = [14, 11]", fillcolor="#f9e4d5"] ; +323 -> 365 ; +366 [label="avg_glucose_level <= 151.4\ngini = 0.375\nsamples = 12\nvalue = [9, 3]", fillcolor="#eeab7b"] ; +365 -> 366 ; +367 [label="bmi <= 20.8\ngini = 0.18\nsamples = 10\nvalue = [9, 1]", fillcolor="#e88f4f"] ; +366 -> 367 ; +368 [label="avg_glucose_level <= 87.09\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ; +367 -> 368 ; +369 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +368 -> 369 ; +370 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +368 -> 370 ; +371 [label="gini = 0.0\nsamples = 8\nvalue = [8, 0]", fillcolor="#e58139"] ; +367 -> 371 ; +372 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +366 -> 372 ; +373 [label="bmi <= 23.8\ngini = 0.473\nsamples = 13\nvalue = [5, 8]", fillcolor="#b5daf5"] ; +365 -> 373 ; +374 [label="gender <= 0.5\ngini = 0.375\nsamples = 4\nvalue = [3, 1]", fillcolor="#eeab7b"] ; +373 -> 374 ; +375 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +374 -> 375 ; +376 [label="gini = 0.0\nsamples = 3\nvalue = [3, 0]", fillcolor="#e58139"] ; +374 -> 376 ; +377 [label="heart_disease <= 0.5\ngini = 0.346\nsamples = 9\nvalue = [2, 7]", fillcolor="#72b9ec"] ; +373 -> 377 ; +378 [label="avg_glucose_level <= 66.515\ngini = 0.219\nsamples = 8\nvalue = [1, 7]", fillcolor="#55abe9"] ; +377 -> 378 ; +379 [label="avg_glucose_level <= 59.03\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ; +378 -> 379 ; +380 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +379 -> 380 ; +381 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +379 -> 381 ; +382 [label="gini = 0.0\nsamples = 6\nvalue = [0, 6]", fillcolor="#399de5"] ; +378 -> 382 ; +383 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +377 -> 383 ; +384 [label="avg_glucose_level <= 219.865\ngini = 0.191\nsamples = 300\nvalue = [268, 32]", fillcolor="#e89051"] ; +206 -> 384 ; +385 [label="hypertension <= 0.5\ngini = 0.145\nsamples = 255\nvalue = [235, 20]", fillcolor="#e78c4a"] ; +384 -> 385 ; +386 [label="age <= 76.5\ngini = 0.099\nsamples = 192\nvalue = [182, 10]", fillcolor="#e68844"] ; +385 -> 386 ; +387 [label="smoking_status_smokes <= 0.5\ngini = 0.017\nsamples = 114\nvalue = [113, 1]", fillcolor="#e5823b"] ; +386 -> 387 ; +388 [label="gini = 0.0\nsamples = 95\nvalue = [95, 0]", fillcolor="#e58139"] ; +387 -> 388 ; +389 [label="age <= 73.0\ngini = 0.1\nsamples = 19\nvalue = [18, 1]", fillcolor="#e68844"] ; +387 -> 389 ; +390 [label="gini = 0.0\nsamples = 16\nvalue = [16, 0]", fillcolor="#e58139"] ; +389 -> 390 ; +391 [label="work_type_Private <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ; +389 -> 391 ; +392 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ; +391 -> 392 ; +393 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +391 -> 393 ; +394 [label="bmi <= 43.15\ngini = 0.204\nsamples = 78\nvalue = [69, 9]", fillcolor="#e89153"] ; +386 -> 394 ; +395 [label="bmi <= 34.15\ngini = 0.186\nsamples = 77\nvalue = [69, 8]", fillcolor="#e89050"] ; +394 -> 395 ; +396 [label="bmi <= 34.0\ngini = 0.245\nsamples = 56\nvalue = [48, 8]", fillcolor="#e9965a"] ; +395 -> 396 ; +397 [label="avg_glucose_level <= 85.775\ngini = 0.222\nsamples = 55\nvalue = [48, 7]", fillcolor="#e99356"] ; +396 -> 397 ; +398 [label="gini = 0.0\nsamples = 19\nvalue = [19, 0]", fillcolor="#e58139"] ; +397 -> 398 ; +399 [label="bmi <= 31.95\ngini = 0.313\nsamples = 36\nvalue = [29, 7]", fillcolor="#eb9f69"] ; +397 -> 399 ; +400 [label="avg_glucose_level <= 87.16\ngini = 0.147\nsamples = 25\nvalue = [23, 2]", fillcolor="#e78c4a"] ; +399 -> 400 ; +401 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +400 -> 401 ; +402 [label="age <= 78.5\ngini = 0.08\nsamples = 24\nvalue = [23, 1]", fillcolor="#e68642"] ; +400 -> 402 ; +403 [label="avg_glucose_level <= 106.92\ngini = 0.198\nsamples = 9\nvalue = [8, 1]", fillcolor="#e89152"] ; +402 -> 403 ; +404 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139"] ; +403 -> 404 ; +405 [label="avg_glucose_level <= 155.525\ngini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ; +403 -> 405 ; +406 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +405 -> 406 ; +407 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ; +405 -> 407 ; +408 [label="gini = 0.0\nsamples = 15\nvalue = [15, 0]", fillcolor="#e58139"] ; +402 -> 408 ; +409 [label="avg_glucose_level <= 111.015\ngini = 0.496\nsamples = 11\nvalue = [6, 5]", fillcolor="#fbeade"] ; +399 -> 409 ; +410 [label="avg_glucose_level <= 89.3\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#6ab6ec"] ; +409 -> 410 ; +411 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +410 -> 411 ; +412 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5"] ; +410 -> 412 ; +413 [label="bmi <= 32.75\ngini = 0.278\nsamples = 6\nvalue = [5, 1]", fillcolor="#ea9a61"] ; +409 -> 413 ; +414 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +413 -> 414 ; +415 [label="gini = 0.0\nsamples = 5\nvalue = [5, 0]", fillcolor="#e58139"] ; +413 -> 415 ; +416 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +396 -> 416 ; +417 [label="gini = 0.0\nsamples = 21\nvalue = [21, 0]", fillcolor="#e58139"] ; +395 -> 417 ; +418 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +394 -> 418 ; +419 [label="ever_married <= 0.5\ngini = 0.267\nsamples = 63\nvalue = [53, 10]", fillcolor="#ea995e"] ; +385 -> 419 ; +420 [label="gender <= 0.5\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#bddef6"] ; +419 -> 420 ; +421 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ; +420 -> 421 ; +422 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5"] ; +420 -> 422 ; +423 [label="avg_glucose_level <= 116.13\ngini = 0.212\nsamples = 58\nvalue = [51, 7]", fillcolor="#e99254"] ; +419 -> 423 ; +424 [label="age <= 79.5\ngini = 0.067\nsamples = 29\nvalue = [28, 1]", fillcolor="#e68640"] ; +423 -> 424 ; +425 [label="gini = 0.0\nsamples = 23\nvalue = [23, 0]", fillcolor="#e58139"] ; +424 -> 425 ; +426 [label="smoking_status_formerly smoked <= 0.5\ngini = 0.278\nsamples = 6\nvalue = [5, 1]", fillcolor="#ea9a61"] ; +424 -> 426 ; +427 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139"] ; +426 -> 427 ; +428 [label="bmi <= 32.0\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ; +426 -> 428 ; +429 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +428 -> 429 ; +430 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +428 -> 430 ; +431 [label="avg_glucose_level <= 199.87\ngini = 0.328\nsamples = 29\nvalue = [23, 6]", fillcolor="#eca26d"] ; +423 -> 431 ; +432 [label="work_type_Private <= 0.5\ngini = 0.49\nsamples = 14\nvalue = [8, 6]", fillcolor="#f8e0ce"] ; +431 -> 432 ; +433 [label="bmi <= 33.0\ngini = 0.444\nsamples = 6\nvalue = [2, 4]", fillcolor="#9ccef2"] ; +432 -> 433 ; +434 [label="gini = 0.0\nsamples = 3\nvalue = [0, 3]", fillcolor="#399de5"] ; +433 -> 434 ; +435 [label="gender <= 0.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ; +433 -> 435 ; +436 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +435 -> 436 ; +437 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ; +435 -> 437 ; +438 [label="avg_glucose_level <= 192.38\ngini = 0.375\nsamples = 8\nvalue = [6, 2]", fillcolor="#eeab7b"] ; +432 -> 438 ; +439 [label="avg_glucose_level <= 170.03\ngini = 0.5\nsamples = 4\nvalue = [2, 2]", fillcolor="#ffffff"] ; +438 -> 439 ; +440 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ; +439 -> 440 ; +441 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +439 -> 441 ; +442 [label="gini = 0.0\nsamples = 4\nvalue = [4, 0]", fillcolor="#e58139"] ; +438 -> 442 ; +443 [label="gini = 0.0\nsamples = 15\nvalue = [15, 0]", fillcolor="#e58139"] ; +431 -> 443 ; +444 [label="work_type_Private <= 0.5\ngini = 0.391\nsamples = 45\nvalue = [33, 12]", fillcolor="#eeaf81"] ; +384 -> 444 ; +445 [label="avg_glucose_level <= 252.09\ngini = 0.142\nsamples = 13\nvalue = [12, 1]", fillcolor="#e78c49"] ; +444 -> 445 ; +446 [label="gini = 0.0\nsamples = 12\nvalue = [12, 0]", fillcolor="#e58139"] ; +445 -> 446 ; +447 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +445 -> 447 ; +448 [label="bmi <= 31.65\ngini = 0.451\nsamples = 32\nvalue = [21, 11]", fillcolor="#f3c3a1"] ; +444 -> 448 ; +449 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139"] ; +448 -> 449 ; +450 [label="bmi <= 32.4\ngini = 0.488\nsamples = 26\nvalue = [15, 11]", fillcolor="#f8ddca"] ; +448 -> 450 ; +451 [label="hypertension <= 0.5\ngini = 0.32\nsamples = 5\nvalue = [1, 4]", fillcolor="#6ab6ec"] ; +450 -> 451 ; +452 [label="gini = 0.0\nsamples = 4\nvalue = [0, 4]", fillcolor="#399de5"] ; +451 -> 452 ; +453 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +451 -> 453 ; +454 [label="bmi <= 33.55\ngini = 0.444\nsamples = 21\nvalue = [14, 7]", fillcolor="#f2c09c"] ; +450 -> 454 ; +455 [label="gini = 0.0\nsamples = 6\nvalue = [6, 0]", fillcolor="#e58139"] ; +454 -> 455 ; +456 [label="age <= 66.5\ngini = 0.498\nsamples = 15\nvalue = [8, 7]", fillcolor="#fcefe6"] ; +454 -> 456 ; +457 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ; +456 -> 457 ; +458 [label="age <= 77.5\ngini = 0.497\nsamples = 13\nvalue = [6, 7]", fillcolor="#e3f1fb"] ; +456 -> 458 ; +459 [label="heart_disease <= 0.5\ngini = 0.463\nsamples = 11\nvalue = [4, 7]", fillcolor="#aad5f4"] ; +458 -> 459 ; +460 [label="hypertension <= 0.5\ngini = 0.494\nsamples = 9\nvalue = [4, 5]", fillcolor="#d7ebfa"] ; +459 -> 460 ; +461 [label="age <= 74.5\ngini = 0.49\nsamples = 7\nvalue = [4, 3]", fillcolor="#f8e0ce"] ; +460 -> 461 ; +462 [label="age <= 69.0\ngini = 0.48\nsamples = 5\nvalue = [2, 3]", fillcolor="#bddef6"] ; +461 -> 462 ; +463 [label="age <= 67.5\ngini = 0.444\nsamples = 3\nvalue = [2, 1]", fillcolor="#f2c09c"] ; +462 -> 463 ; +464 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +463 -> 464 ; +465 [label="bmi <= 43.15\ngini = 0.5\nsamples = 2\nvalue = [1, 1]", fillcolor="#ffffff"] ; +463 -> 465 ; +466 [label="gini = 0.0\nsamples = 1\nvalue = [0, 1]", fillcolor="#399de5"] ; +465 -> 466 ; +467 [label="gini = 0.0\nsamples = 1\nvalue = [1, 0]", fillcolor="#e58139"] ; +465 -> 467 ; +468 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +462 -> 468 ; +469 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ; +461 -> 469 ; +470 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +460 -> 470 ; +471 [label="gini = 0.0\nsamples = 2\nvalue = [0, 2]", fillcolor="#399de5"] ; +459 -> 471 ; +472 [label="gini = 0.0\nsamples = 2\nvalue = [2, 0]", fillcolor="#e58139"] ; +458 -> 472 ; +} \ No newline at end of file diff --git a/README.MD b/README.MD index 68e7808..ba2bfc5 100644 --- a/README.MD +++ b/README.MD @@ -1,4 +1,5 @@ # Brain Stroke prediction- DecisionTree +`Last Updated: 16th October 2022` A stroke is an interruption of the blood supply to any part of the brain. If blood flow was stopped for longer than a few seconds and the brain cannot get blood and oxygen, brain cells can die, and the abilities controlled by that area of the brain are lost. In this Notebook we will use some features to see wether we will be able to predict the stoke or not? This is just a theoretical Machine Learning Model that will analyze the data and determine where the stroke can occur. @@ -26,30 +27,37 @@ Points to keep in mind when working with a machine learning model ## Tools Needed: 1. Jupyter (IDE) -2. https://www.kaggle.com (To download the dataset) -3. https://dreampuf.github.io/GraphvizOnline/ (To visualize the graph) +2. Github (To pull repository) + +## Installation Instructions: + +1. Clone the repository. +2. Open terminal and 'cd' to the directory where to saved the repository. +3. Run the command `pip install -r requirements.txt`. +4. Now start working on the repository. ## Methodology: 1. IMPORTING LIBRARIES AND LOADING DATA 2. DATA EXPLORATION -3. VIZUALIZATION -4. DATA PREPROCESSING +3. DATA PREPROCESSING a. Target and Feature values / Train Test Split -5. MODEL BUILDING +4. MODEL BUILDING - a. Decision Tree Classifier and Gini method + a. KNeighborsClassifier - b. Prediction Model File Generation + b. Support Vector Classification (SVC) - c. Prediction Model File Loading + c. Decision Tree Classifier - d. Model accuracy score + d. Random Forest Classifier - i. Testing Accuracy - ii. Training Accuracy -6. MODEL WORKING GRAPH + e. Multi-layer Perceptron classifier + + f. Stacking Classifier + +5. Prediction Testing ## In-Depth Working of this model: @@ -72,30 +80,24 @@ Points to keep in mind when working with a machine learning model 4. df.describe: It generates descriptive statistics. 5. unique: It returns unique values from the dataframe. -### Vizualization - -1. Cufflinks: It connects plotly with pandas to create charts directly on the dataframe. -2. go_offline: This enables us to use plotly offline rather than online. -3. offline=Flase: It enables the charts to not render locally. -4. df.groupby: It enables us to group dataframe using a mapper or a series of colomns. -5. df.values: It returns a numpy representation of the dataframe. -6. df.iplot: It is for building interactive plots. -7. df.sum: It returns a sum of values over the requested axis. - ### Data Preprocessing 1. df.isnull: It detects missing values. 2. df.drop: It drops speficied labels from rows and columns. 3. get_dummies: It converts categorial variable into dummy/indicator variable. +4. df.dropna: It drops coloumns and rows where null value is present. ### Model Building -1. criterion: The function to measure the quality of a split. -2. random_state: It controls the randomness of the estimator. -3. max_depth: The maximum depth of the tree. -4. clf_gini.fit: It is used to fit training data. -5. joblib.dump: It collects all the learning and dumps it in one file. -6. joblib.load: It reconstructs the file for use which is created by 'dump' method. -7. clf_gini.predict: It is a method which operates using numpy.argmax function on the output of predic_probo. -8. clf_gini.score: It returns the mean accuracy on the given test data and labels. -9. export_graphviz: It is used to export a decision tree in a '.dot' format. \ No newline at end of file +1. KNeighborsClassifier: Classifier implementing the k-nearest neighbors vote. +2. Support Vector Classification (SVC): SVC is class capable of performing binary and multi-class classification on a dataset. +3. Decision Tree Classifier: Decision Trees (DTs) are a non-parametric supervised learning method used for classification and regression. The goal is to create a model that predicts the value of a target variable by learning simple decision rules inferred from the data features. A tree can be seen as a piecewise constant approximation. +4. Random Forest Classifier: A random forest is a meta estimator that fits a number of decision tree classifiers on various sub-samples of the dataset and uses averaging to improve the predictive accuracy and control over-fitting. The sub-sample size is controlled with the max_samples parameter if bootstrap=True (default), otherwise the whole dataset is used to build each tree. +5. Multi-layer Perceptron classifier: This model optimizes the log-loss function using LBFGS or stochastic gradient descent. +6. Stacking Classifier: Stacked generalization consists in stacking the output of individual estimator and use a classifier to compute the final prediction. Stacking allows to use the strength of each individual estimator by using their output as input of a final estimator. +7.. joblib.dump: It collects all the learning and dumps it in one file. +8. joblib.load: It reconstructs the file for use which is created by 'dump' method. + +## Prediction Testing + +1. random: It generates random output. \ No newline at end of file diff --git a/main.ipynb b/main.ipynb index b53a95b..cd99e43 100644 --- a/main.ipynb +++ b/main.ipynb @@ -43,7 +43,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -56,12 +56,307 @@ "import warnings\n", "warnings.filterwarnings('ignore')\n", "\n", - "from sklearn.tree import DecisionTreeClassifier, export_graphviz\n", "from sklearn.model_selection import train_test_split\n", "from sklearn.metrics import accuracy_score\n", + "from sklearn.metrics import matthews_corrcoef\n", + "from sklearn.metrics import f1_score\n", + "\n", + "from sklearn.neighbors import KNeighborsClassifier\n", + "from sklearn.svm import SVC\n", + "from sklearn.ensemble import RandomForestClassifier\n", + "from sklearn.tree import DecisionTreeClassifier\n", + "from sklearn.neural_network import MLPClassifier\n", + "from sklearn.ensemble import StackingClassifier\n", + "from sklearn.linear_model import LogisticRegression\n", + "\n", "import joblib as joblib" ] }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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idgenderagehypertensionheart_diseaseever_marriedwork_typeResidence_typeavg_glucose_levelbmismoking_statusstroke
030669Male3.000NochildrenRural95.1218.0NaN0
130468Male58.010YesPrivateUrban87.9639.2never smoked0
216523Female8.000NoPrivateUrban110.8917.6NaN0
356543Female70.000YesPrivateRural69.0435.9formerly smoked0
446136Male14.000NoNever_workedRural161.2819.1NaN0
532257Female47.000YesPrivateUrban210.9550.1NaN0
652800Female52.000YesPrivateUrban77.5917.7formerly smoked0
741413Female75.001YesSelf-employedRural243.5327.0never smoked0
815266Female32.000YesPrivateRural77.6732.3smokes0
928674Female74.010YesSelf-employedUrban205.8454.6never smoked0
\n", + "
" + ], + "text/plain": [ + " id gender age hypertension heart_disease ever_married \\\n", + "0 30669 Male 3.0 0 0 No \n", + "1 30468 Male 58.0 1 0 Yes \n", + "2 16523 Female 8.0 0 0 No \n", + "3 56543 Female 70.0 0 0 Yes \n", + "4 46136 Male 14.0 0 0 No \n", + "5 32257 Female 47.0 0 0 Yes \n", + "6 52800 Female 52.0 0 0 Yes \n", + "7 41413 Female 75.0 0 1 Yes \n", + "8 15266 Female 32.0 0 0 Yes \n", + "9 28674 Female 74.0 1 0 Yes \n", + "\n", + " work_type Residence_type avg_glucose_level bmi smoking_status \\\n", + "0 children Rural 95.12 18.0 NaN \n", + "1 Private Urban 87.96 39.2 never smoked \n", + "2 Private Urban 110.89 17.6 NaN \n", + "3 Private Rural 69.04 35.9 formerly smoked \n", + "4 Never_worked Rural 161.28 19.1 NaN \n", + "5 Private Urban 210.95 50.1 NaN \n", + "6 Private Urban 77.59 17.7 formerly smoked \n", + "7 Self-employed Rural 243.53 27.0 never smoked \n", + "8 Private Rural 77.67 32.3 smokes \n", + "9 Self-employed Urban 205.84 54.6 never smoked \n", + "\n", + " stroke \n", + "0 0 \n", + "1 0 \n", + "2 0 \n", + "3 0 \n", + "4 0 \n", + "5 0 \n", + "6 0 \n", + "7 0 \n", + "8 0 \n", + "9 0 " + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.read_csv('trainFile.csv')\n", + "df.head(10)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## DATA EXPLORATION" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 43400 entries, 0 to 43399\n", + "Data columns (total 12 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 id 43400 non-null int64 \n", + " 1 gender 43400 non-null object \n", + " 2 age 43400 non-null float64\n", + " 3 hypertension 43400 non-null int64 \n", + " 4 heart_disease 43400 non-null int64 \n", + " 5 ever_married 43400 non-null object \n", + " 6 work_type 43400 non-null object \n", + " 7 Residence_type 43400 non-null object \n", + " 8 avg_glucose_level 43400 non-null float64\n", + " 9 bmi 41938 non-null float64\n", + " 10 smoking_status 30108 non-null object \n", + " 11 stroke 43400 non-null int64 \n", + "dtypes: float64(3), int64(4), object(5)\n", + "memory usage: 4.0+ MB\n" + ] + } + ], + "source": [ + "df.info()" + ] + }, { "cell_type": "code", "execution_count": 4, @@ -88,188 +383,120 @@ " \n", " \n", " \n", - " gender\n", + " id\n", " age\n", " hypertension\n", " heart_disease\n", - " ever_married\n", - " work_type\n", - " Residence_type\n", " avg_glucose_level\n", " bmi\n", - " smoking_status\n", " stroke\n", " \n", " \n", " \n", " \n", - " 0\n", - " Male\n", - " 67.0\n", - " 0\n", - " 1\n", - " Yes\n", - " Private\n", - " Urban\n", - " 228.69\n", - " 36.6\n", - " formerly smoked\n", - " 1\n", + " count\n", + " 43400.000000\n", + " 43400.000000\n", + " 43400.000000\n", + " 43400.000000\n", + " 43400.000000\n", + " 41938.000000\n", + " 43400.000000\n", " \n", " \n", - " 1\n", - " Male\n", - " 80.0\n", - " 0\n", - " 1\n", - " Yes\n", - " Private\n", - " Rural\n", - " 105.92\n", - " 32.5\n", - " never smoked\n", - " 1\n", + " mean\n", + " 36326.142350\n", + " 42.217894\n", + " 0.093571\n", + " 0.047512\n", + " 104.482750\n", + " 28.605038\n", + " 0.018041\n", " \n", " \n", - " 2\n", - " Female\n", - " 49.0\n", - " 0\n", - " 0\n", - " Yes\n", - " Private\n", - " Urban\n", - " 171.23\n", - " 34.4\n", - " smokes\n", - " 1\n", + " std\n", + " 21072.134879\n", + " 22.519649\n", + " 0.291235\n", + " 0.212733\n", + " 43.111751\n", + " 7.770020\n", + " 0.133103\n", " \n", " \n", - " 3\n", - " Female\n", - " 79.0\n", - " 1\n", - " 0\n", - " Yes\n", - " Self-employed\n", - " Rural\n", - " 174.12\n", - " 24.0\n", - " never smoked\n", - " 1\n", + " min\n", + " 1.000000\n", + " 0.080000\n", + " 0.000000\n", + " 0.000000\n", + " 55.000000\n", + " 10.100000\n", + " 0.000000\n", " \n", " \n", - " 4\n", - " Male\n", - " 81.0\n", - " 0\n", - " 0\n", - " Yes\n", - " Private\n", - " Urban\n", - " 186.21\n", - " 29.0\n", - " formerly smoked\n", - " 1\n", + " 25%\n", + " 18038.500000\n", + " 24.000000\n", + " 0.000000\n", + " 0.000000\n", + " 77.540000\n", + " 23.200000\n", + " 0.000000\n", " \n", " \n", - " 5\n", - " Male\n", - " 74.0\n", - " 1\n", - " 1\n", - " Yes\n", - " Private\n", - " Rural\n", - " 70.09\n", - " 27.4\n", - " never smoked\n", - " 1\n", + " 50%\n", + " 36351.500000\n", + " 44.000000\n", + " 0.000000\n", + " 0.000000\n", + " 91.580000\n", + " 27.700000\n", + " 0.000000\n", " \n", " \n", - " 6\n", - " Female\n", - " 69.0\n", - " 0\n", - " 0\n", - " No\n", - " Private\n", - " Urban\n", - " 94.39\n", - " 22.8\n", - " never smoked\n", - " 1\n", + " 75%\n", + " 54514.250000\n", + " 60.000000\n", + " 0.000000\n", + " 0.000000\n", + " 112.070000\n", + " 32.900000\n", + " 0.000000\n", " \n", " \n", - " 7\n", - " Female\n", - " 78.0\n", - " 0\n", - " 0\n", - " Yes\n", - " Private\n", - " Urban\n", - " 58.57\n", - " 24.2\n", - " Unknown\n", - " 1\n", - " \n", - " \n", - " 8\n", - " Female\n", - " 81.0\n", - " 1\n", - " 0\n", - " Yes\n", - " Private\n", - " Rural\n", - " 80.43\n", - " 29.7\n", - " never smoked\n", - " 1\n", - " \n", - " \n", - " 9\n", - " Female\n", - " 61.0\n", - " 0\n", - " 1\n", - " Yes\n", - " Govt_job\n", - " Rural\n", - " 120.46\n", - " 36.8\n", - " smokes\n", - " 1\n", + " max\n", + " 72943.000000\n", + " 82.000000\n", + " 1.000000\n", + " 1.000000\n", + " 291.050000\n", + " 97.600000\n", + " 1.000000\n", " \n", " \n", "\n", "" ], "text/plain": [ - " gender age hypertension heart_disease ever_married work_type \\\n", - "0 Male 67.0 0 1 Yes Private \n", - "1 Male 80.0 0 1 Yes Private \n", - "2 Female 49.0 0 0 Yes Private \n", - "3 Female 79.0 1 0 Yes Self-employed \n", - "4 Male 81.0 0 0 Yes Private \n", - "5 Male 74.0 1 1 Yes Private \n", - "6 Female 69.0 0 0 No Private \n", - "7 Female 78.0 0 0 Yes Private \n", - "8 Female 81.0 1 0 Yes Private \n", - "9 Female 61.0 0 1 Yes Govt_job \n", + " id age hypertension heart_disease \\\n", + "count 43400.000000 43400.000000 43400.000000 43400.000000 \n", + "mean 36326.142350 42.217894 0.093571 0.047512 \n", + "std 21072.134879 22.519649 0.291235 0.212733 \n", + "min 1.000000 0.080000 0.000000 0.000000 \n", + "25% 18038.500000 24.000000 0.000000 0.000000 \n", + "50% 36351.500000 44.000000 0.000000 0.000000 \n", + "75% 54514.250000 60.000000 0.000000 0.000000 \n", + "max 72943.000000 82.000000 1.000000 1.000000 \n", "\n", - " Residence_type avg_glucose_level bmi smoking_status stroke \n", - "0 Urban 228.69 36.6 formerly smoked 1 \n", - "1 Rural 105.92 32.5 never smoked 1 \n", - "2 Urban 171.23 34.4 smokes 1 \n", - "3 Rural 174.12 24.0 never smoked 1 \n", - "4 Urban 186.21 29.0 formerly smoked 1 \n", - "5 Rural 70.09 27.4 never smoked 1 \n", - "6 Urban 94.39 22.8 never smoked 1 \n", - "7 Urban 58.57 24.2 Unknown 1 \n", - "8 Rural 80.43 29.7 never smoked 1 \n", - "9 Rural 120.46 36.8 smokes 1 " + " avg_glucose_level bmi stroke \n", + "count 43400.000000 41938.000000 43400.000000 \n", + "mean 104.482750 28.605038 0.018041 \n", + "std 43.111751 7.770020 0.133103 \n", + "min 55.000000 10.100000 0.000000 \n", + "25% 77.540000 23.200000 0.000000 \n", + "50% 91.580000 27.700000 0.000000 \n", + "75% 112.070000 32.900000 0.000000 \n", + "max 291.050000 97.600000 1.000000 " ] }, "execution_count": 4, @@ -278,15 +505,7 @@ } ], "source": [ - "df = pd.read_csv('full_data.csv')\n", - "df.head(10)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## DATA EXPLORATION" + "df.describe()" ] }, { @@ -298,29 +517,27 @@ "name": "stdout", "output_type": "stream", "text": [ - "\n", - "RangeIndex: 4981 entries, 0 to 4980\n", - "Data columns (total 11 columns):\n", - " # Column Non-Null Count Dtype \n", - "--- ------ -------------- ----- \n", - " 0 gender 4981 non-null object \n", - " 1 age 4981 non-null float64\n", - " 2 hypertension 4981 non-null int64 \n", - " 3 heart_disease 4981 non-null int64 \n", - " 4 ever_married 4981 non-null object \n", - " 5 work_type 4981 non-null object \n", - " 6 Residence_type 4981 non-null object \n", - " 7 avg_glucose_level 4981 non-null float64\n", - " 8 bmi 4981 non-null float64\n", - " 9 smoking_status 4981 non-null object \n", - " 10 stroke 4981 non-null int64 \n", - "dtypes: float64(3), int64(3), object(5)\n", - "memory usage: 428.2+ KB\n" + "['Male' 'Female' 'Other']\n", + "['children' 'Private' 'Never_worked' 'Self-employed' 'Govt_job']\n", + "['Rural' 'Urban']\n", + "[nan 'never smoked' 'formerly smoked' 'smokes']\n", + "['No' 'Yes']\n" ] } ], "source": [ - "df.info()" + "print(df['gender'].unique())\n", + "print(df['work_type'].unique())\n", + "print(df['Residence_type'].unique())\n", + "print(df['smoking_status'].unique())\n", + "print(df['ever_married'].unique())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## DATA PREPROCESSING" ] }, { @@ -349,2187 +566,7 @@ " \n", " \n", " \n", - " age\n", - " hypertension\n", - " heart_disease\n", - " avg_glucose_level\n", - " bmi\n", - " stroke\n", - " \n", - " \n", - " \n", - " \n", - " count\n", - " 4981.000000\n", - " 4981.000000\n", - " 4981.000000\n", - " 4981.000000\n", - " 4981.000000\n", - " 4981.000000\n", - " \n", - " \n", - " mean\n", - " 43.419859\n", - " 0.096165\n", - " 0.055210\n", - " 105.943562\n", - " 28.498173\n", - " 0.049789\n", - " \n", - " \n", - " std\n", - " 22.662755\n", - " 0.294848\n", - " 0.228412\n", - " 45.075373\n", - " 6.790464\n", - " 0.217531\n", - " \n", - " \n", - " min\n", - " 0.080000\n", - " 0.000000\n", - " 0.000000\n", - " 55.120000\n", - " 14.000000\n", - " 0.000000\n", - " \n", - " \n", - " 25%\n", - " 25.000000\n", - " 0.000000\n", - " 0.000000\n", - " 77.230000\n", - " 23.700000\n", - " 0.000000\n", - " \n", - " \n", - " 50%\n", - " 45.000000\n", - " 0.000000\n", - " 0.000000\n", - " 91.850000\n", - " 28.100000\n", - " 0.000000\n", - " \n", - " \n", - " 75%\n", - " 61.000000\n", - " 0.000000\n", - " 0.000000\n", - " 113.860000\n", - " 32.600000\n", - " 0.000000\n", - " \n", - " \n", - " max\n", - " 82.000000\n", - " 1.000000\n", - " 1.000000\n", - " 271.740000\n", - " 48.900000\n", - " 1.000000\n", - " \n", - " \n", - "\n", - "" - ], - "text/plain": [ - " age hypertension heart_disease avg_glucose_level \\\n", - "count 4981.000000 4981.000000 4981.000000 4981.000000 \n", - "mean 43.419859 0.096165 0.055210 105.943562 \n", - "std 22.662755 0.294848 0.228412 45.075373 \n", - "min 0.080000 0.000000 0.000000 55.120000 \n", - "25% 25.000000 0.000000 0.000000 77.230000 \n", - "50% 45.000000 0.000000 0.000000 91.850000 \n", - "75% 61.000000 0.000000 0.000000 113.860000 \n", - "max 82.000000 1.000000 1.000000 271.740000 \n", - "\n", - " bmi stroke \n", - "count 4981.000000 4981.000000 \n", - "mean 28.498173 0.049789 \n", - "std 6.790464 0.217531 \n", - "min 14.000000 0.000000 \n", - "25% 23.700000 0.000000 \n", - "50% 28.100000 0.000000 \n", - "75% 32.600000 0.000000 \n", - "max 48.900000 1.000000 " - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df.describe()" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "['Male' 'Female']\n", - "['Private' 'Self-employed' 'Govt_job' 'children']\n", - "['Urban' 'Rural']\n", - "['formerly smoked' 'never smoked' 'smokes' 'Unknown']\n", - "['Yes' 'No']\n" - ] - } - ], - "source": [ - "print(df['gender'].unique())\n", - "print(df['work_type'].unique())\n", - "print(df['Residence_type'].unique())\n", - "print(df['smoking_status'].unique())\n", - "print(df['ever_married'].unique())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## VIZUALIZATION" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "import cufflinks as cf\n", - "\n", - "cf.go_offline()\n", - "cf.set_config_file(offline=False, world_readable=True)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### The Proportion of Stroke among Gender" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.plotly.v1+json": { - "config": { - "linkText": "Export to plot.ly", - "plotlyServerURL": "https://plot.ly", - "showLink": true - }, - "data": [ - { - "labels": [ - "Female", - "Male" - ], - "marker": { - "colors": [ - "rgba(255, 182, 193, 1.0)", - "rgba(135, 206, 250, 1.0)" - ] - }, - "name": "", - "type": "pie", - "values": [ - 140, - 108 - ] - } - ], - "layout": { - "legend": { - "bgcolor": "#F5F6F9", - "font": { - "color": "#4D5663" - } - }, - "paper_bgcolor": "#F5F6F9", - "plot_bgcolor": "#F5F6F9", - "title": "The Proportion of Stroke among Gender", - "titlefont": { - "color": "#4D5663" - } - } - }, - "text/html": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "gender = df.groupby(df['gender'])['stroke'].sum()\n", - "df_gender = pd.DataFrame({'labels': gender.index,'values': gender.values})\n", - "colors = ['lightpink', 'lightskyblue']\n", - "df_gender.iplot(kind='pie',labels='labels',values='values', title='The Proportion of Stroke among Gender', colors = colors)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Work type of people who had stroke" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.plotly.v1+json": { - "config": { - "linkText": "Export to plot.ly", - "plotlyServerURL": "https://plot.ly", - "showLink": true - }, - "data": [ - { - "labels": [ - "Govt_job", - "Private", - "Self-employed", - "children" - ], - "marker": { - "colors": [ - "rgba(152, 251, 152, 1.0)", - "rgba(175, 238, 238, 1.0)", - "rgba(216, 191, 216, 1.0)", - "rgba(255, 228, 181, 1.0)" - ] - }, - "name": "", - "pull": [ - 0.1, - 0.1, - 0.1, - 0.2 - ], - "type": "pie", - "values": [ - 33, - 148, - 65, - 2 - ] - } - ], - "layout": { - "legend": { - "bgcolor": "#F5F6F9", - "font": { - "color": "#4D5663" - } - }, - "paper_bgcolor": "#F5F6F9", - "plot_bgcolor": "#F5F6F9", - "title": "Work type of people who had stroke", - "titlefont": { - "color": "#4D5663" - } - } - }, - "text/html": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "job = df.groupby(df['work_type'])['stroke'].sum()\n", - "df_job = pd.DataFrame({'labels': job.index,'values': job.values})\n", - "colors2= ['palegreen','paleturquoise','thistle','moccasin']\n", - "df_job.iplot(kind='pie',labels='labels',values='values', title='Work type of people who had stroke', colors = colors2, pull=[0.1, 0.1, 0.1, 0.2])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Smoking status of people who had stroke" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.plotly.v1+json": { - "config": { - "linkText": "Export to plot.ly", - "plotlyServerURL": "https://plot.ly", - "showLink": true - }, - "data": [ - { - "labels": [ - "Unknown", - "formerly smoked", - "never smoked", - "smokes" - ], - "marker": { - "colors": [ - "rgba(152, 251, 152, 1.0)", - "rgba(175, 238, 238, 1.0)", - "rgba(216, 191, 216, 1.0)", - "rgba(255, 228, 181, 1.0)" - ] - }, - "name": "", - "pull": [ - 0.02, - 0.02, - 0.1, - 0.02 - ], - "type": "pie", - "values": [ - 47, - 70, - 89, - 42 - ] - } - ], - "layout": { - "legend": { - "bgcolor": "#F5F6F9", - "font": { - "color": "#4D5663" - } - }, - "paper_bgcolor": "#F5F6F9", - "plot_bgcolor": "#F5F6F9", - "title": "Smoking status of people who had stroke", - "titlefont": { - "color": "#4D5663" - } - } - }, - "text/html": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "smoke = df.groupby(df['smoking_status'])['stroke'].sum()\n", - "df_smoke = pd.DataFrame({'labels': smoke.index,'values': smoke.values})\n", - "df_smoke.iplot(kind='pie',labels='labels',values='values', title='Smoking status of people who had stroke', colors = colors2, pull=[0.02, 0.02, 0.1, 0.02])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Residence area of people who had stroke" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.plotly.v1+json": { - "config": { - "linkText": "Export to plot.ly", - "plotlyServerURL": "https://plot.ly", - "showLink": true - }, - "data": [ - { - "hole": 0.3, - "labels": [ - "Rural", - "Urban" - ], - "marker": { - "colors": [ - "rgba(152, 251, 152, 1.0)", - "rgba(175, 238, 238, 1.0)" - ] - }, - "name": "", - "pull": [ - 0.02, - 0.02 - ], - "type": "pie", - "values": [ - 113, - 135 - ] - } - ], - "layout": { - "legend": { - "bgcolor": "#F5F6F9", - "font": { - "color": "#4D5663" - } - }, - "paper_bgcolor": "#F5F6F9", - "plot_bgcolor": "#F5F6F9", - "title": "Residence area of people who had stroke", - "titlefont": { - "color": "#4D5663" - } - } - }, - "text/html": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "Residence = df.groupby(df['Residence_type'])['stroke'].sum()\n", - "df_Residence = pd.DataFrame({'labels': Residence.index,'values': Residence.values})\n", - "df_Residence.iplot(kind='pie',labels='labels',values='values', title='Residence area of people who had stroke', colors = colors2, pull=[0.02, 0.02],hole = 0.3)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Marriage status of people who had stroke" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.plotly.v1+json": { - "config": { - "linkText": "Export to plot.ly", - "plotlyServerURL": "https://plot.ly", - "showLink": true - }, - "data": [ - { - "hole": 0.3, - "labels": [ - "No", - "Yes" - ], - "marker": { - "colors": [ - "rgba(152, 251, 152, 1.0)", - "rgba(175, 238, 238, 1.0)" - ] - }, - "name": "", - "pull": [ - 0.02, - 0.02 - ], - "type": "pie", - "values": [ - 29, - 219 - ] - } - ], - "layout": { - "legend": { - "bgcolor": "#F5F6F9", - "font": { - "color": "#4D5663" - } - }, - "paper_bgcolor": "#F5F6F9", - "plot_bgcolor": "#F5F6F9", - "title": "Marriage status of people who had stroke", - "titlefont": { - "color": "#4D5663" - } - } - }, - "text/html": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "Married = df.groupby(df['ever_married'])['stroke'].sum()\n", - "df_Married = pd.DataFrame({'labels': Married.index,'values': Married.values})\n", - "df_Married.iplot(kind='pie',labels='labels',values='values', title='Marriage status of people who had stroke', colors = colors2, pull=[0.02, 0.02],hole = 0.3)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Stroke age among gender" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.plotly.v1+json": { - "config": { - "linkText": "Export to plot.ly", - "plotlyServerURL": "https://plot.ly", - "showLink": true - }, - "data": [ - { - "histfunc": "count", - "histnorm": "", - "marker": { - "color": "rgba(255, 153, 51, 1.0)", - "line": { - "color": "#4D5663", - "width": 1.3 - } - }, - "name": "male_age", - "nbinsx": 20, - "opacity": 0.8, - "orientation": "v", - 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356543179.0101Self-employedRural174.1224.0never smoked1
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" stroke\n", " work_type_Govt_job\n", + " work_type_Never_worked\n", " work_type_Private\n", " work_type_Self-employed\n", " work_type_children\n", " Residence_type_Rural\n", " Residence_type_Urban\n", - " smoking_status_Unknown\n", " smoking_status_formerly smoked\n", " smoking_status_never smoked\n", " smoking_status_smokes\n", @@ -2693,80 +1015,15 @@ " \n", " \n", " \n", - " 3378\n", - " 1\n", - " 40.0\n", - " 1\n", + " 0\n", " 0\n", - " 1\n", - " 81.59\n", - " 27.2\n", - " 0\n", - " 0\n", - " 1\n", - " 0\n", - " 0\n", - " 1\n", + " 3.0\n", " 0\n", " 0\n", " 0\n", - " 1\n", + " 95.12\n", + " 18.0\n", " 0\n", - " \n", - " \n", - " 3225\n", - " 1\n", - " 34.0\n", - " 0\n", - " 0\n", - " 1\n", - " 91.02\n", - " 25.8\n", - " 0\n", - " 0\n", - " 1\n", - " 0\n", - " 0\n", - " 0\n", - " 1\n", - " 0\n", - " 0\n", - " 1\n", - " 0\n", - " \n", - " \n", - " 1713\n", - " 1\n", - " 45.0\n", - " 0\n", - " 0\n", - " 1\n", - " 115.23\n", - " 28.0\n", - " 0\n", - " 0\n", - " 1\n", - " 0\n", - " 0\n", - 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" gender age hypertension heart_disease ever_married \\\n", - "3378 1 40.0 1 0 1 \n", - "3225 1 34.0 0 0 1 \n", - "1713 1 45.0 0 0 1 \n", - "3067 1 25.0 0 0 0 \n", - "3451 1 8.0 0 0 0 \n", + " gender age hypertension heart_disease ever_married avg_glucose_level \\\n", + "0 0 3.0 0 0 0 95.12 \n", + "1 0 58.0 1 0 1 87.96 \n", + "2 1 8.0 0 0 0 110.89 \n", + "3 1 70.0 0 0 1 69.04 \n", + "4 0 14.0 0 0 0 161.28 \n", + "5 1 47.0 0 0 1 210.95 \n", + "6 1 52.0 0 0 1 77.59 \n", + "7 1 75.0 0 1 1 243.53 \n", + "8 1 32.0 0 0 1 77.67 \n", + "9 1 74.0 1 0 1 205.84 \n", "\n", - " avg_glucose_level bmi stroke work_type_Govt_job work_type_Private \\\n", - "3378 81.59 27.2 0 0 1 \n", - "3225 91.02 25.8 0 0 1 \n", - "1713 115.23 28.0 0 0 1 \n", - "3067 76.44 48.3 0 0 1 \n", - "3451 83.55 22.4 0 0 0 \n", + " bmi work_type_Govt_job work_type_Never_worked work_type_Private \\\n", + "0 18.0 0 0 0 \n", + "1 39.2 0 0 1 \n", + "2 17.6 0 0 1 \n", + "3 35.9 0 0 1 \n", + "4 19.1 0 1 0 \n", + "5 50.1 0 0 1 \n", + "6 17.7 0 0 1 \n", + "7 27.0 0 0 0 \n", + "8 32.3 0 0 1 \n", + "9 54.6 0 0 0 \n", "\n", - " work_type_Self-employed work_type_children Residence_type_Rural \\\n", - "3378 0 0 1 \n", - "3225 0 0 0 \n", - "1713 0 0 0 \n", - "3067 0 0 0 \n", - "3451 0 1 0 \n", + " work_type_Self-employed work_type_children Residence_type_Rural \\\n", + "0 0 1 1 \n", + "1 0 0 0 \n", + "2 0 0 0 \n", + "3 0 0 1 \n", + "4 0 0 1 \n", + "5 0 0 0 \n", + "6 0 0 0 \n", + "7 1 0 1 \n", + "8 0 0 1 \n", + "9 1 0 0 \n", "\n", - " Residence_type_Urban smoking_status_Unknown \\\n", - "3378 0 0 \n", - "3225 1 0 \n", - "1713 1 0 \n", - "3067 1 1 \n", - "3451 1 1 \n", + " Residence_type_Urban smoking_status_formerly smoked \\\n", + "0 0 0 \n", + "1 1 0 \n", + "2 1 0 \n", + "3 0 1 \n", + "4 0 0 \n", + "5 1 0 \n", + "6 1 1 \n", + "7 0 0 \n", + "8 0 0 \n", + "9 1 0 \n", "\n", - " smoking_status_formerly smoked smoking_status_never smoked \\\n", - "3378 0 1 \n", - "3225 0 1 \n", - "1713 0 1 \n", - "3067 0 0 \n", - "3451 0 0 \n", - "\n", - " smoking_status_smokes \n", - "3378 0 \n", - "3225 0 \n", - "1713 0 \n", - "3067 0 \n", - "3451 0 " + " smoking_status_never smoked smoking_status_smokes \n", + "0 0 0 \n", + "1 1 0 \n", + "2 0 0 \n", + "3 0 0 \n", + "4 0 0 \n", + "5 0 0 \n", + "6 0 0 \n", + "7 1 0 \n", + "8 0 1 \n", + "9 1 0 " ] }, - "execution_count": 16, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "df = pd.get_dummies(df, columns = ['work_type', 'Residence_type','smoking_status'])\n", - "df.sample(5)" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "gender 0\n", - "age 0\n", - "hypertension 0\n", - "heart_disease 0\n", - "ever_married 0\n", - "avg_glucose_level 0\n", - "bmi 0\n", - "stroke 0\n", - "work_type_Govt_job 0\n", - "work_type_Private 0\n", - "work_type_Self-employed 0\n", - "work_type_children 0\n", - "Residence_type_Rural 0\n", - "Residence_type_Urban 0\n", - "smoking_status_Unknown 0\n", - "smoking_status_formerly smoked 0\n", - "smoking_status_never smoked 0\n", - "smoking_status_smokes 0\n", - "dtype: int64" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df.isnull().sum()" + "X.head(10)" ] }, { @@ -2902,32 +1298,22 @@ }, { "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [], - "source": [ - "X = df.drop(['stroke'], axis = 1)\n", - "y = df['stroke']" - ] - }, - { - "cell_type": "code", - "execution_count": 19, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "((3337, 17), (1644, 17))" + "((33550, 17), (8388, 17))" ] }, - "execution_count": 19, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "X_train, X_test, y_train , y_test = train_test_split(X,y, test_size = 0.33, random_state = 42)\n", + "X_train, X_test, y_train , y_test = train_test_split(X,y, test_size = 0.2, random_state = 42)\n", "X_train.shape, X_test.shape" ] }, @@ -2942,190 +1328,400 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Decision Tree Classifier and Gini method" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
DecisionTreeClassifier(max_depth=5, random_state=0)
In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.
" - ], - "text/plain": [ - "DecisionTreeClassifier(max_depth=5, random_state=0)" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "clf_gini = DecisionTreeClassifier(criterion='gini', random_state=0,max_depth= 5)\n", - "clf_gini.fit(X_train, y_train)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Prediction Model File Generation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Uncomment the lines below when any changes are made to the data" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [], - "source": [ - "# model = DecisionTreeClassifier()\n", - "# model.fit(X_train,y_train)\n", - "# joblib.dump(model, 'stroke-prediction-model.joblib')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Prediction Model File Loading" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [], - "source": [ - "model = joblib.load('stroke-prediction-model.joblib')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Model accuracy score" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Testing Accuracy" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Model accuracy score with criterion gini index: 0.9507\n" - ] - } - ], - "source": [ - "y_pred_gini = clf_gini.predict(X_test)\n", - "print('Model accuracy score with criterion gini index: {0:0.4f}'. format(accuracy_score(y_test, y_pred_gini)))" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([0, 0, 0, ..., 0, 0, 0], dtype=int64)" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "y_pred_train_gini = clf_gini.predict(X_train)\n", + "### KNeighborsClassifier\n", "\n", - "y_pred_train_gini" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### Training Accuracy" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Training-set accuracy score: 0.9527\n" - ] - } - ], - "source": [ - "print('Training-set accuracy score: {0:0.4f}'. format(accuracy_score(y_train, y_pred_train_gini)))" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Training set score: 0.9527\n", - "Test set score: 0.9507\n" - ] - } - ], - "source": [ - "print('Training set score: {:.4f}'.format(clf_gini.score(X_train, y_train)))\n", + "Classifier implementing the k-nearest neighbors vote.\n", "\n", - "print('Test set score: {:.4f}'.format(clf_gini.score(X_test, y_test)))" + "class sklearn.neighbors.KNeighborsClassifier(n_neighbors=5, *, weights='uniform', algorithm='auto', leaf_size=30, p=2, metric='minkowski', metric_params=None, n_jobs=None)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model performance for Training set\n", + "- Accuracy: 0.9855141579731743\n", + "- MCC: 0.2714217088023517\n", + "- F1 score: 0.9803223813632442\n", + "----------------------------------\n", + "Model performance for Test set\n", + "- Accuracy: 0.9834287076776347\n", + "- MCC: -0.004865438031361363\n", + "- F1 score: 0.9767491714651221\n" + ] + } + ], + "source": [ + "knn = KNeighborsClassifier(3) # Define classifier\n", + "knn.fit(X_train, y_train) # Train model\n", + "\n", + "# Make predictions\n", + "y_train_pred = knn.predict(X_train)\n", + "y_test_pred = knn.predict(X_test)\n", + "\n", + "# Training set performance\n", + "knn_train_accuracy = accuracy_score(y_train, y_train_pred) # Calculate Accuracy\n", + "knn_train_mcc = matthews_corrcoef(y_train, y_train_pred) # Calculate MCC\n", + "knn_train_f1 = f1_score(y_train, y_train_pred, average='weighted') # Calculate F1-score\n", + "\n", + "# Test set performance\n", + "knn_test_accuracy = accuracy_score(y_test, y_test_pred) # Calculate Accuracy\n", + "knn_test_mcc = matthews_corrcoef(y_test, y_test_pred) # Calculate MCC\n", + "knn_test_f1 = f1_score(y_test, y_test_pred, average='weighted') # Calculate F1-score\n", + "\n", + "print('Model performance for Training set')\n", + "print('- Accuracy: %s' % knn_train_accuracy)\n", + "print('- MCC: %s' % knn_train_mcc)\n", + "print('- F1 score: %s' % knn_train_f1)\n", + "print('----------------------------------')\n", + "print('Model performance for Test set')\n", + "print('- Accuracy: %s' % knn_test_accuracy)\n", + "print('- MCC: %s' % knn_test_mcc)\n", + "print('- F1 score: %s' % knn_test_f1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## MODEL WORKING GRAPH" + "### Support Vector Classification (SVC)\n", + "\n", + "C-Support Vector Classification.\n", + "SVC, NuSVC and LinearSVC are classes capable of performing binary and multi-class classification on a dataset.\n", + "\n", + "The implementation is based on libsvm. The fit time scales at least quadratically with the number of samples and may be impractical beyond tens of thousands of samples.\n", + "\n", + "class sklearn.svm.SVC(*, C=1.0, kernel='rbf', degree=3, gamma='scale', coef0=0.0, shrinking=True, probability=False, tol=0.001, cache_size=200, class_weight=None, verbose=False, max_iter=-1, decision_function_shape='ovr', break_ties=False, random_state=None)" ] }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model performance for Training set\n", + "- Accuracy: 0.9845901639344262\n", + "- MCC: 0.0\n", + "- F1 score: 0.9769450726235194\n", + "----------------------------------\n", + "Model performance for Test set\n", + "- Accuracy: 0.9849785407725322\n", + "- MCC: 0.0\n", + "- F1 score: 0.9775246491126318\n" + ] + } + ], + "source": [ + "svm_rbf = SVC(gamma='auto', C=1)\n", + "svm_rbf.fit(X_train, y_train)\n", + "\n", + "# Make predictions\n", + "y_train_pred = svm_rbf.predict(X_train)\n", + "y_test_pred = svm_rbf.predict(X_test)\n", + "\n", + "# Training set performance\n", + "svm_rbf_train_accuracy = accuracy_score(y_train, y_train_pred) # Calculate Accuracy\n", + "svm_rbf_train_mcc = matthews_corrcoef(y_train, y_train_pred) # Calculate MCC\n", + "svm_rbf_train_f1 = f1_score(y_train, y_train_pred, average='weighted') # Calculate F1-score\n", + "\n", + "# Test set performance\n", + "svm_rbf_test_accuracy = accuracy_score(y_test, y_test_pred) # Calculate Accuracy\n", + "svm_rbf_test_mcc = matthews_corrcoef(y_test, y_test_pred) # Calculate MCC\n", + "svm_rbf_test_f1 = f1_score(y_test, y_test_pred, average='weighted') # Calculate F1-score\n", + "\n", + "print('Model performance for Training set')\n", + "print('- Accuracy: %s' % svm_rbf_train_accuracy)\n", + "print('- MCC: %s' % svm_rbf_train_mcc)\n", + "print('- F1 score: %s' % svm_rbf_train_f1)\n", + "print('----------------------------------')\n", + "print('Model performance for Test set')\n", + "print('- Accuracy: %s' % svm_rbf_test_accuracy)\n", + "print('- MCC: %s' % svm_rbf_test_mcc)\n", + "print('- F1 score: %s' % svm_rbf_test_f1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Decision Tree Classifier\n", + "\n", + "A decision tree classifier.\n", + "Decision Trees (DTs) are a non-parametric supervised learning method used for classification and regression. The goal is to create a model that predicts the value of a target variable by learning simple decision rules inferred from the data features. A tree can be seen as a piecewise constant approximation.\n", + "\n", + "class sklearn.tree.DecisionTreeClassifier(*, criterion='gini', splitter='best', max_depth=None, min_samples_split=2, min_samples_leaf=1, min_weight_fraction_leaf=0.0, max_features=None, random_state=None, max_leaf_nodes=None, min_impurity_decrease=0.0, class_weight=None, ccp_alpha=0.0)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model performance for Training set\n", + "- Accuracy: 0.9848286140089418\n", + "- MCC: 0.12344663420900479\n", + "- F1 score: 0.9775321005492623\n", + "----------------------------------\n", + "Model performance for Test set\n", + "- Accuracy: 0.9845016690510253\n", + "- MCC: -0.002697410465010962\n", + "- F1 score: 0.9772861696142702\n" + ] + } + ], + "source": [ + "dt = DecisionTreeClassifier(max_depth=5) # Define classifier\n", + "dt.fit(X_train, y_train) # Train model\n", + "\n", + "# Make predictions\n", + "y_train_pred = dt.predict(X_train)\n", + "y_test_pred = dt.predict(X_test)\n", + "\n", + "# Training set performance\n", + "dt_train_accuracy = accuracy_score(y_train, y_train_pred) # Calculate Accuracy\n", + "dt_train_mcc = matthews_corrcoef(y_train, y_train_pred) # Calculate MCC\n", + "dt_train_f1 = f1_score(y_train, y_train_pred, average='weighted') # Calculate F1-score\n", + "\n", + "# Test set performance\n", + "dt_test_accuracy = accuracy_score(y_test, y_test_pred) # Calculate Accuracy\n", + "dt_test_mcc = matthews_corrcoef(y_test, y_test_pred) # Calculate MCC\n", + "dt_test_f1 = f1_score(y_test, y_test_pred, average='weighted') # Calculate F1-score\n", + "\n", + "print('Model performance for Training set')\n", + "print('- Accuracy: %s' % dt_train_accuracy)\n", + "print('- MCC: %s' % dt_train_mcc)\n", + "print('- F1 score: %s' % dt_train_f1)\n", + "print('----------------------------------')\n", + "print('Model performance for Test set')\n", + "print('- Accuracy: %s' % dt_test_accuracy)\n", + "print('- MCC: %s' % dt_test_mcc)\n", + "print('- F1 score: %s' % dt_test_f1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Random Forest Classifier\n", + "\n", + "A random forest classifier.\n", + "\n", + "A random forest is a meta estimator that fits a number of decision tree classifiers on various sub-samples of the dataset and uses averaging to improve the predictive accuracy and control over-fitting. The sub-sample size is controlled with the max_samples parameter if bootstrap=True (default), otherwise the whole dataset is used to build each tree.\n", + "\n", + "class sklearn.ensemble.RandomForestClassifier(n_estimators=100, *, criterion='gini', max_depth=None, min_samples_split=2, min_samples_leaf=1, min_weight_fraction_leaf=0.0, max_features='sqrt', max_leaf_nodes=None, min_impurity_decrease=0.0, bootstrap=True, oob_score=False, n_jobs=None, random_state=None, verbose=0, warm_start=False, class_weight=None, ccp_alpha=0.0, max_samples=None)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model performance for Training set\n", + "- Accuracy: 0.996602086438152\n", + "- MCC: 0.8813717901811132\n", + "- F1 score: 0.9963944901128202\n", + "----------------------------------\n", + "Model performance for Test set\n", + "- Accuracy: 0.9843824511206486\n", + "- MCC: -0.003015976451863439\n", + "- F1 score: 0.9772265318304354\n" + ] + } + ], + "source": [ + "rf = RandomForestClassifier(n_estimators=10) # Define classifier\n", + "rf.fit(X_train, y_train) # Train model\n", + "\n", + "# Make predictions\n", + "y_train_pred = rf.predict(X_train)\n", + "y_test_pred = rf.predict(X_test)\n", + "\n", + "# Training set performance\n", + "rf_train_accuracy = accuracy_score(y_train, y_train_pred) # Calculate Accuracy\n", + "rf_train_mcc = matthews_corrcoef(y_train, y_train_pred) # Calculate MCC\n", + "rf_train_f1 = f1_score(y_train, y_train_pred, average='weighted') # Calculate F1-score\n", + "\n", + "# Test set performance\n", + "rf_test_accuracy = accuracy_score(y_test, y_test_pred) # Calculate Accuracy\n", + "rf_test_mcc = matthews_corrcoef(y_test, y_test_pred) # Calculate MCC\n", + "rf_test_f1 = f1_score(y_test, y_test_pred, average='weighted') # Calculate F1-score\n", + "\n", + "print('Model performance for Training set')\n", + "print('- Accuracy: %s' % rf_train_accuracy)\n", + "print('- MCC: %s' % rf_train_mcc)\n", + "print('- F1 score: %s' % rf_train_f1)\n", + "print('----------------------------------')\n", + "print('Model performance for Test set')\n", + "print('- Accuracy: %s' % rf_test_accuracy)\n", + "print('- MCC: %s' % rf_test_mcc)\n", + "print('- F1 score: %s' % rf_test_f1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Multi-layer Perceptron classifier\n", + "\n", + "This model optimizes the log-loss function using LBFGS or stochastic gradient descent.\n", + "\n", + "class sklearn.neural_network.MLPClassifier(hidden_layer_sizes=(100,), activation='relu', *, solver='adam', alpha=0.0001, batch_size='auto', learning_rate='constant', learning_rate_init=0.001, power_t=0.5, max_iter=200, shuffle=True, random_state=None, tol=0.0001, verbose=False, warm_start=False, momentum=0.9, nesterovs_momentum=True, early_stopping=False, validation_fraction=0.1, beta_1=0.9, beta_2=0.999, epsilon=1e-08, n_iter_no_change=10, max_fun=15000)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model performance for Training set\n", + "- Accuracy: 0.9845901639344262\n", + "- MCC: 0.0\n", + "- F1 score: 0.9769450726235194\n", + "----------------------------------\n", + "Model performance for Test set\n", + "- Accuracy: 0.9849785407725322\n", + "- MCC: 0.0\n", + "- F1 score: 0.9775246491126318\n" + ] + } + ], + "source": [ + "mlp = MLPClassifier(alpha=1, max_iter=1000)\n", + "mlp.fit(X_train, y_train)\n", + "\n", + "# Make predictions\n", + "y_train_pred = mlp.predict(X_train)\n", + "y_test_pred = mlp.predict(X_test)\n", + "\n", + "# Training set performance\n", + "mlp_train_accuracy = accuracy_score(y_train, y_train_pred) # Calculate Accuracy\n", + "mlp_train_mcc = matthews_corrcoef(y_train, y_train_pred) # Calculate MCC\n", + "mlp_train_f1 = f1_score(y_train, y_train_pred, average='weighted') # Calculate F1-score\n", + "\n", + "# Test set performance\n", + "mlp_test_accuracy = accuracy_score(y_test, y_test_pred) # Calculate Accuracy\n", + "mlp_test_mcc = matthews_corrcoef(y_test, y_test_pred) # Calculate MCC\n", + "mlp_test_f1 = f1_score(y_test, y_test_pred, average='weighted') # Calculate F1-score\n", + "\n", + "print('Model performance for Training set')\n", + "print('- Accuracy: %s' % mlp_train_accuracy)\n", + "print('- MCC: %s' % mlp_train_mcc)\n", + "print('- F1 score: %s' % mlp_train_f1)\n", + "print('----------------------------------')\n", + "print('Model performance for Test set')\n", + "print('- Accuracy: %s' % mlp_test_accuracy)\n", + "print('- MCC: %s' % mlp_test_mcc)\n", + "print('- F1 score: %s' % mlp_test_f1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Stacking Classifier\n", + "\n", + "Stack of estimators with a final classifier.\n", + "\n", + "Stacked generalization consists in stacking the output of individual estimator and use a classifier to compute the final prediction. Stacking allows to use the strength of each individual estimator by using their output as input of a final estimator.\n", + "\n", + "Note that estimators_ are fitted on the full X while final_estimator_ is trained using cross-validated predictions of the base estimators using cross_val_predict.\n", + "\n", + "class sklearn.ensemble.StackingClassifier(estimators, final_estimator=None, *, cv=None, stack_method='auto', n_jobs=None, passthrough=False, verbose=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model performance for Training set\n", + "- Accuracy: 0.9848286140089418\n", + "- MCC: 0.12344663420900479\n", + "- F1 score: 0.9775321005492623\n", + "----------------------------------\n", + "Model performance for Test set\n", + "- Accuracy: 0.9849785407725322\n", + "- MCC: 0.0\n", + "- F1 score: 0.9775246491126318\n" + ] + } + ], + "source": [ + "estimator_list = [\n", + " ('knn',knn),\n", + " ('svm_rbf',svm_rbf),\n", + " ('dt',dt),\n", + " ('rf',rf),\n", + " ('mlp',mlp) ]\n", + "\n", + "# Build stack model\n", + "stack_model = StackingClassifier(\n", + " estimators=estimator_list, final_estimator=LogisticRegression()\n", + ")\n", + "\n", + "# Train stacked model\n", + "stack_model.fit(X_train, y_train)\n", + "\n", + "# Make predictions\n", + "y_train_pred = stack_model.predict(X_train)\n", + "y_test_pred = stack_model.predict(X_test)\n", + "\n", + "# Training set model performance\n", + "stack_model_train_accuracy = accuracy_score(y_train, y_train_pred) # Calculate Accuracy\n", + "stack_model_train_mcc = matthews_corrcoef(y_train, y_train_pred) # Calculate MCC\n", + "stack_model_train_f1 = f1_score(y_train, y_train_pred, average='weighted') # Calculate F1-score\n", + "\n", + "# Test set model performance\n", + "stack_model_test_accuracy = accuracy_score(y_test, y_test_pred) # Calculate Accuracy\n", + "stack_model_test_mcc = matthews_corrcoef(y_test, y_test_pred) # Calculate MCC\n", + "stack_model_test_f1 = f1_score(y_test, y_test_pred, average='weighted') # Calculate F1-score\n", + "\n", + "print('Model performance for Training set')\n", + "print('- Accuracy: %s' % stack_model_train_accuracy)\n", + "print('- MCC: %s' % stack_model_train_mcc)\n", + "print('- F1 score: %s' % stack_model_train_f1)\n", + "print('----------------------------------')\n", + "print('Model performance for Test set')\n", + "print('- Accuracy: %s' % stack_model_test_accuracy)\n", + "print('- MCC: %s' % stack_model_test_mcc)\n", + "print('- F1 score: %s' % stack_model_test_f1)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ - "export_graphviz(model, out_file='stroke-prediction-visual-model.dot', \n", - " feature_names=['gender', 'age',\t'hypertension',\t'heart_disease',\t'ever_married',\t'avg_glucose_level',\t'bmi',\t'work_type_Govt_job',\t'work_type_Private',\t'work_type_Self-employed',\t'work_type_children',\t'Residence_type_Rural',\t'Residence_type_Urban',\t'smoking_status_Unknown',\t'smoking_status_formerly smoked',\t'smoking_status_never smoked',\t'smoking_status_smokes'],\n", - " label='all',\n", - " rounded=True,\n", - " filled=True)" + "# Run the Line 2 only then model changed!!!\n", + "# joblib.dump(stack_model, 'stroke-prediction-model.joblib')\n", + "\n", + "model = joblib.load('stroke-prediction-model.joblib') # Model File" ] }, { @@ -3135,272 +1731,9 @@ "## PREDICTION TESTING" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Case 1" - ] - }, { "cell_type": "code", - "execution_count": 28, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Gender = Male \n", - "Age = 40 \n", - "Hypertention = 0 \n", - "Heart Disease = 0 \n", - "Ever Married = 0 \n", - "Avg Glucose Level = 100 \n", - "bmi = 35 \n", - "Work Type Govt Job = 0 \n", - "Work Type Private = 1 \n", - "Work Type Self-Employed = 0 \n", - "Work Type Children = 0 \n", - "Residence Type Rural = 0 \n", - "Residence Type Urban = 1 \n", - "Smoking Status Formerly Smoked = 0 \n", - "Smoking Status Never Smoked = 1 \n", - "Smoking Status Smoked = 0\n", - "\n", - "Model predicts NO STROKE\n" - ] - } - ], - "source": [ - "print(\"Gender = Male \\nAge = 40 \\nHypertention = 0 \\nHeart Disease = 0 \\nEver Married = 0 \\n\\\n", - "Avg Glucose Level = 100 \\nbmi = 35 \\nWork Type Govt Job = 0 \\nWork Type Private = 1 \\nWork Type Self-Employed = 0 \\n\\\n", - "Work Type Children = 0 \\nResidence Type Rural = 0 \\nResidence Type Urban = 1 \\nSmoking Status Unknown = 0 \\nSmoking Status Formerly Smoked = 0 \\n\\\n", - "Smoking Status Never Smoked = 1 \\nSmoking Status Smoked = 0\")\n", - "\n", - "predictionOutcome = model.predict([[1,40,0,0,0,100,35,0,1,0,0,0,1,0,1,0,0]])\n", - "\n", - "if predictionOutcome == 0:\n", - " print(\"\\nModel predicts NO STROKE\")\n", - "else:\n", - " print(\"\\nModel predicts STROKE\")\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Case 2" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Gender = Female \n", - "Age = 35 \n", - "Hypertention = 1 \n", - "Heart Disease = 0 \n", - "Ever Married = 1 \n", - "Avg Glucose Level = 80 \n", - "bmi = 45 \n", - "Work Type Govt Job = 1 \n", - "Work Type Private = 0 \n", - "Work Type Self-Employed = 0 \n", - "Work Type Children = 0 \n", - "Residence Type Rural = 0 \n", - "Residence Type Urban = 1 \n", - "Smoking Status Formerly Smoked = 1 \n", - "Smoking Status Never Smoked = 0 \n", - "Smoking Status Smoked = 0\n", - "\n", - "Model predicts NO STROKE\n" - ] - } - ], - "source": [ - "print(\"Gender = Female \\nAge = 35 \\nHypertention = 1 \\nHeart Disease = 0 \\nEver Married = 1 \\n\\\n", - "Avg Glucose Level = 80 \\nbmi = 45 \\nWork Type Govt Job = 1 \\nWork Type Private = 0 \\nWork Type Self-Employed = 0 \\n\\\n", - "Work Type Children = 0 \\nResidence Type Rural = 0 \\nResidence Type Urban = 1 \\nSmoking Status Unknown = 0 \\nSmoking Status Formerly Smoked = 1 \\n\\\n", - "Smoking Status Never Smoked = 0 \\nSmoking Status Smoked = 0\")\n", - "\n", - "predictionOutcome = model.predict([[1,35,1,0,1,80,45,1,0,0,0,0,1,1,0,0,0]])\n", - "\n", - "if predictionOutcome == 0:\n", - " print(\"\\nModel predicts NO STROKE\")\n", - "else:\n", - " print(\"\\nModel predicts STROKE\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Case 3" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Gender = Male \n", - "Age = 20 \n", - "Hypertention = 0 \n", - "Heart Disease = 0 \n", - "Ever Married = 0 \n", - "Avg Glucose Level = 80 \n", - "bmi = 27 \n", - "Work Type Govt Job = 0 \n", - "Work Type Private = 0 \n", - "Work Type Self-Employed = 0 \n", - "Work Type Children = 1 \n", - "Residence Type Rural = 0 \n", - "Residence Type Urban = 1 \n", - "Smoking Status Formerly Smoked = 0 \n", - "Smoking Status Never Smoked = 0 \n", - "Smoking Status Smokes = 1\n", - "\n", - "Model predicts NO STROKE\n" - ] - } - ], - "source": [ - "print(\"Gender = Male \\nAge = 20 \\nHypertention = 0 \\nHeart Disease = 0 \\nEver Married = 0 \\n\\\n", - "Avg Glucose Level = 80 \\nbmi = 27 \\nWork Type Govt Job = 0 \\nWork Type Private = 0 \\nWork Type Self-Employed = 0 \\n\\\n", - "Work Type Children = 1 \\nResidence Type Rural = 0 \\nResidence Type Urban = 1 \\nSmoking Status Unknown = 0 \\nSmoking Status Formerly Smoked = 0 \\n\\\n", - "Smoking Status Never Smoked = 0 \\nSmoking Status Smokes = 1\")\n", - "\n", - "predictionOutcome = model.predict([[0,20,0,0,0,80,27,0,0,0,1,0,1,0,0,0,1]])\n", - "\n", - "if predictionOutcome == 0:\n", - " print(\"\\nModel predicts NO STROKE\")\n", - "else:\n", - " print(\"\\nModel predicts STROKE\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Case 4" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Gender = Male \n", - "Age = 20 \n", - "Hypertention = 0 \n", - "Heart Disease = 0 \n", - "Ever Married = 0 \n", - "Avg Glucose Level = 80 \n", - "bmi = 22 \n", - "Work Type Govt Job = 0 \n", - "Work Type Private = 0 \n", - "Work Type Self-Employed = 0 \n", - "Work Type Children = 1 \n", - "Residence Type Rural = 0 \n", - "Residence Type Urban = 1 \n", - "Smoking Status Formerly Smoked = 0 \n", - "Smoking Status Never Smoked = 0 \n", - "Smoking Status Smokes = 1\n", - "\n", - "Model predicts NO STROKE\n" - ] - } - ], - "source": [ - "print(\"Gender = Male \\nAge = 20 \\nHypertention = 0 \\nHeart Disease = 0 \\nEver Married = 0 \\n\\\n", - "Avg Glucose Level = 80 \\nbmi = 22 \\nWork Type Govt Job = 0 \\nWork Type Private = 0 \\nWork Type Self-Employed = 0 \\n\\\n", - "Work Type Children = 1 \\nResidence Type Rural = 0 \\nResidence Type Urban = 1 \\nSmoking Status Unknown = 0 \\nSmoking Status Formerly Smoked = 0 \\n\\\n", - "Smoking Status Never Smoked = 0 \\nSmoking Status Smokes = 1\")\n", - "\n", - "predictionOutcome = model.predict([[0,20,0,0,0,80,22,0,0,0,1,0,1,0,0,0,1]])\n", - "\n", - "if predictionOutcome == 0:\n", - " print(\"\\nModel predicts NO STROKE\")\n", - "else:\n", - " print(\"\\nModel predicts STROKE\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Case 5" - ] - }, - { - "cell_type": "code", - "execution_count": 55, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Gender = Male \n", - "Age = 20 \n", - "Hypertention = 1 \n", - "Heart Disease = 0 \n", - "Ever Married = 0 \n", - "Avg Glucose Level = 80 \n", - "bmi = 26 \n", - "Work Type Govt Job = 0 \n", - "Work Type Private = 0 \n", - "Work Type Self-Employed = 0 \n", - "Work Type Children = 1 \n", - "Residence Type Rural = 0 \n", - "Residence Type Urban = 1 \n", - "Smoking Status Unknown = 0 \n", - "Smoking Status Formerly Smoked = 0 \n", - "Smoking Status Never Smoked = 0 \n", - "Smoking Status Smokes = 1\n", - "\n", - "Model predicts NO STROKE\n" - ] - } - ], - "source": [ - "print(\"Gender = Male \\nAge = 20 \\nHypertention = 1 \\nHeart Disease = 0 \\nEver Married = 0 \\n\\\n", - "Avg Glucose Level = 80 \\nbmi = 26 \\nWork Type Govt Job = 0 \\nWork Type Private = 0 \\nWork Type Self-Employed = 0 \\n\\\n", - "Work Type Children = 1 \\nResidence Type Rural = 0 \\nResidence Type Urban = 1 \\nSmoking Status Unknown = 0 \\nSmoking Status Formerly Smoked = 0 \\n\\\n", - "Smoking Status Never Smoked = 0 \\nSmoking Status Smokes = 1\")\n", - "\n", - "predictionOutcome = model.predict([[0,20,1,0,0,80,26,0,0,0,1,0,1,0,0,0,1]])\n", - "\n", - "if predictionOutcome == 0:\n", - " print(\"\\nModel predicts NO STROKE\")\n", - "else:\n", - " print(\"\\nModel predicts STROKE\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Automated Runs" - ] - }, - { - "cell_type": "code", - "execution_count": 91, + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -3409,19 +1742,75 @@ "text": [ "######################################################### PROGRAM STARTED #########################################################\n", "\n", - "Array 0 = [ 0 2 0 1 0 116 47 0 1 1 0 1 1 1 0 1 1]\n", + "Array 0 = [ 1 39 1 1 1 43 39 0 1 1 1 0 0 0 0 1 1]\n", "Model predicts NO STROKE = [0]\n", "###################################################################################################################################\n", "\n", - "Array 1 = [ 1 6 1 1 0 241 18 1 0 0 0 1 0 1 0 1 0]\n", + "Array 1 = [ 1 37 1 1 0 201 4 1 0 1 1 0 1 1 0 0 1]\n", "Model predicts NO STROKE = [0]\n", "###################################################################################################################################\n", "\n", - "Array 2 = [ 0 19 0 1 0 94 21 1 0 1 1 0 1 1 1 0 1]\n", + "Array 2 = [ 0 71 0 1 1 6 17 1 0 1 1 1 0 1 1 1 1]\n", "Model predicts NO STROKE = [0]\n", "###################################################################################################################################\n", "\n", - "Array 3 = [ 1 45 0 1 1 50 30 0 1 1 0 1 0 1 1 1 0]\n", + "Array 3 = [ 1 4 1 0 0 129 30 1 0 0 0 1 0 1 1 0 0]\n", + "Model predicts NO STROKE = [0]\n", + "###################################################################################################################################\n", + "\n", + "Array 4 = [ 1 70 1 1 1 234 26 0 0 0 0 1 0 0 0 0 1]\n", + "Model predicts NO STROKE = [0]\n", + "###################################################################################################################################\n", + "\n", + "Array 5 = [ 0 7 1 0 0 220 17 0 1 1 1 1 1 0 0 0 1]\n", + "Model predicts NO STROKE = [0]\n", + "###################################################################################################################################\n", + "\n", + "Array 6 = [ 1 52 1 0 1 139 12 0 1 0 1 0 1 0 0 0 0]\n", + "Model predicts NO STROKE = [0]\n", + "###################################################################################################################################\n", + "\n", + "Array 7 = [ 0 55 1 0 0 45 13 0 0 0 0 1 0 1 0 1 0]\n", + "Model predicts NO STROKE = [0]\n", + "###################################################################################################################################\n", + "\n", + "Array 8 = [ 1 61 1 1 0 38 12 1 1 0 1 1 1 1 1 1 1]\n", + "Model predicts NO STROKE = [0]\n", + "###################################################################################################################################\n", + "\n", + "Array 9 = [ 1 7 0 1 0 75 25 1 1 1 0 0 1 1 0 0 1]\n", + "Model predicts NO STROKE = [0]\n", + "###################################################################################################################################\n", + "\n", + "Array 10 = [ 1 50 1 0 0 65 2 0 0 0 0 0 1 0 0 1 1]\n", + "Model predicts NO STROKE = [0]\n", + "###################################################################################################################################\n", + "\n", + "Array 11 = [ 0 6 1 1 1 243 4 0 1 0 0 0 0 0 0 1 1]\n", + "Model predicts NO STROKE = [0]\n", + "###################################################################################################################################\n", + "\n", + "Array 12 = [ 0 50 1 0 0 191 31 0 0 0 0 0 0 1 1 0 1]\n", + "Model predicts NO STROKE = [0]\n", + "###################################################################################################################################\n", + "\n", + "Array 13 = [ 1 1 1 1 0 205 36 1 0 0 0 0 0 1 0 0 0]\n", + "Model predicts NO STROKE = [0]\n", + "###################################################################################################################################\n", + "\n", + "Array 14 = [ 1 40 1 1 0 229 1 0 1 0 1 0 1 1 0 1 0]\n", + "Model predicts NO STROKE = [0]\n", + "###################################################################################################################################\n", + "\n", + "Array 15 = [ 0 75 1 0 1 159 34 0 0 0 1 0 1 0 0 0 0]\n", + "Model predicts NO STROKE = [0]\n", + "###################################################################################################################################\n", + "\n", + "Array 16 = [ 0 22 1 1 0 6 40 0 0 0 1 1 0 1 1 0 0]\n", + "Model predicts NO STROKE = [0]\n", + "###################################################################################################################################\n", + "\n", + "Array 17 = [ 1 77 1 0 0 228 18 0 1 0 1 1 1 0 0 0 0]\n", "Model predicts STROKE = [1]\n", "######################################################### PROGRAM FINISHED #########################################################\n" ] @@ -3464,7 +1853,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3.8.11 ('base')", + "display_name": "Python 3.8.13 ('StrokePredictionModel')", "language": "python", "name": "python3" }, @@ -3483,7 +1872,7 @@ "orig_nbformat": 4, "vscode": { "interpreter": { - "hash": "5819c1eaf6d552792a1bbc5e8998e6c2149ab26a1973a0d78107c0d9954e5ba0" + "hash": "6d6bab66b583e7661b89cead2220317a23c391a40fb8c52f2c1bcd3c04f3fbda" } } }, diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..6629b93 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,61 @@ +absl-py==1.2.0 +asttokens==2.0.8 +backcall==0.2.0 +certifi @ file:///C:/b/abs_ac29jvt43w/croot/certifi_1665076682579/work/certifi +colorama==0.4.5 +colorlover==0.3.0 +contourpy==1.0.5 +cufflinks==0.17.3 +cycler==0.11.0 +debugpy==1.6.3 +decorator==5.1.1 +entrypoints==0.4 +executing==1.1.1 +fonttools==4.37.4 +importlib-metadata==4.12.0 +ipykernel==6.16.0 +ipython==8.5.0 +ipywidgets==8.0.2 +jedi==0.18.1 +joblib==1.2.0 +jupyter-core==4.11.1 +jupyter_client==7.4.2 +jupyterlab-widgets==3.0.3 +kiwisolver==1.4.4 +llvmlite==0.39.0 +matplotlib==3.6.1 +matplotlib-inline==0.1.6 +nest-asyncio==1.5.6 +numba==0.56.0 +numpy==1.23.0 +packaging==21.3 +pandas==1.5.0 +parso==0.8.3 +pickleshare==0.7.5 +Pillow==9.2.0 +plotly==5.10.0 +prompt-toolkit==3.0.31 +protobuf==3.19.4 +psutil==5.9.2 +pure-eval==0.2.2 +Pygments==2.13.0 +pyparsing==3.0.9 +python-dateutil==2.8.2 +pytz==2022.4 +pywin32==304 +pyzmq==24.0.1 +scikit-learn==1.1.2 +scipy==1.9.2 +seaborn==0.12.0 +six==1.16.0 +stack-data==0.5.1 +tenacity==8.1.0 +tensorboard==2.9.1 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