Heart Disease Prediction System

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

• Heart disease completed.py (working main model): This file contains the primary code for the heart disease prediction model.
• Heart disease prediction with PictoBlox.sb3: A version of the heart disease prediction model implemented in PictoBlox, a visual programming language.
• Heart disease prediction with Spyder.py (same as Google Colab file but just a Spyder version): A Spyder version of the code for heart disease prediction.
• Heart_Disease_Prediction.csv: A dataset used for improving prediction scores.
• heart.csv: A dataset used for heart disease prediction.
• heart_disease_data.csv: Another dataset used in the project.
• 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.

GitHub repo:- Heart Disease Prediction System
Deployed Model:- Heart Disease Predictor

This repository has garnered 2 stars, 3 clones, and 9 views, making it a popular tool for health-conscious individuals seeking quick and reliable body metrics assessment. Give it a try and stay informed about your body composition! While many have cloned my projects, only a few have shown interest by granting them a star. Plagiarism is bad, and even if you are copying it, just consider giving it a star.

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