sudhanshu-ambastha / heart-disease-prediction-bot

this repository is part of multiple disease prediction system repository

Heart Disease Prediction

Table of Contents

• About
• Files
• Features
• Usage

About

The Heart Disease Prediction project is dedicated to utilizing machine learning models to predict the likelihood of heart disease. This repository contains a collection of files, datasets, and machine learning models tailored for heart disease prediction. These resources aim to facilitate early detection and risk assessment of heart disease, enabling individuals to make informed health decisions.

Files

1. Heart disease completed.py (working main model): This file contains the primary code for the heart disease prediction model.
2. Heart disease prediction with pictoblox.sb3: A version of the heart disease prediction model implemented in PictoBlox, a visual programming language.
3. Heart disease prediction with spyder.py (same as google collab file but just a Spyder version): A Spyder version of the code for heart disease prediction.
4. Heart_Disease_Prediction.csv: A dataset used for improving prediction scores.
5. heart.csv: A dataset used for heart disease prediction.
6. heart_disease_data.csv: Another dataset used in the project.
7. heart_disease_prediction.py (Google Colab file): A Google Colab version of the heart disease prediction model.

Features

• Utilizes three different CSV datasets to improve prediction scores.
• Trained on a logistic regression model.
• Provides a PictoBlox version for educational purposes and ease of understanding.

Usage

To use the Heart Disease Prediction project, follow these steps:

1. Choose the appropriate file for your needs: "Heart disease completed.py," "Heart disease prediction with spyder.py," or "heart_disease_prediction.py."
2. Ensure that you have the required datasets: "Heart_Disease_Prediction.csv," "heart.csv," and "heart_disease_data.csv."
3. Run the code to predict heart disease based on the provided dataset.

Troubleshooting

If you encounter any issues or have questions, please don't hesitate to reach out for support.

Happy predicting! 🤖💙

Check out the other repositories related to this one

Related Repos which you should check out:-

• Diabetes Prediction Bot

• Multiple Disease Prediction Bot

Check out the main repo as this project is part of it

Combined Disease Predictor

Contributors

Sudhanshu Ambastha

Parth Shrivastava

Sarthak Srivastava