/Heart-Disease-Prediction

Heart Disease Prediction using Machine Learning

Primary LanguageHTML

BDMH_Project

This repo contains code about heart disease prediction system using Machine Learning and website development using Django

RESULTS

Models Accuracy
Decision Tree 75.63 %
Random Forest 74.78 %
SVM 82.35 %
KNN 80.67 %
Multilayer Perceptron 85.71 %

Inside the website Folder Steps to run:

  1. create a virtual environment using:
    conda create --name <name_of_env> django
  2. Activate the above environment:
    activate <name_of_env>
  3. run:
    python -r requirements.txt
  4. cd into the website_work directory.
  5. run:
    python manage.py migrate
    python manage.py makemigrations
    python manage.py migrate
    python manage.py runserver