Heart Disease Prediction

Pima Indians Diabetes Prediction

Overview

This project predicts heart disease using various machine learning models, including k-NN, Logistic Regression, Decision Tree, Bagging, and AdaBoosting.

Usage

Run the main script:

• python heart_disease_prediction.py

Follow the on-screen menu to choose between different models and options.

Dataset

• Heart Disease Dataset
• Pima Indians Diabetes Dataset

Dependencies

• Pandas
• NumPy
• Scikit-learn
• Matplotlib
• Seaborn

Custom Functions

• K-NN Classifier
• Logestic Regression
• Decision Tree
• Bagging Function
• AdaBoost Function

Data Visualization

• Histograms, Correlation Matrix, and Box Plots

This example includes essential information like project overview, usage instructions, dataset details, dependencies, custom functions. Customize it further based on your specific project requirements.