Our Prediction Model takes various inputs from users and predicts the disease and related complications

So our model 'The heartunerring' gives a approach to solve the heart related errors to help people achieve a healthy heart.let's discuss in detail:

We went this for project as post covid conditions are also crucial mainly for heart patients as they also are very critical conditions for a human.

Predicts heart disease of a person with specific input by the user.

We built it by using sklearn ml models and html css and js for backend and frontend works.

DESCRIPTION

Development in Health Sector and Disease prediction Models are in high demand. Our Prediction Model takes various inputs from users and predicts the disease and related complications So our model 'The heartunerring' gives a approach to solve the heart related errors to help people achieve a healthy heart.let's discuss in detail:

User-dashboard page: The user dashboard takes various inputs like

Age Gender Having Chest pain or not? Resting Blood pressure Serum cholestrol Fasting Blood Sugar Ecg Maxiumum Heart rate Exercise induced Angina Number of major-vessels Thal Regression Models: The various data sets are used to make regression models. Disease prediction System:User Information Update The user inputs taken, and the model is trained to predict the heart related diseases and complications. *Disease prediction System:Result * The model predicts the chances of the patient to have heart disease and returns the probability to have a heart disease in the decimal notation where e denotes power of 10 multiplied with the fraction preceding 'e'

Execution of App After installing all the required libraries run the app.py file in the terminal.The website starts running on :5000 localhost and the link is provided in the terminal.On visiting the link the user is directed to the home page of the website.

CHALLENGES WE RAN INTO

Generating High accuracy of the model.

CURRENT GOAL

1) Fitness App

  To predict the chances of heart disease so the user can take precautionary steps and lower his chances of heart 
   disease.
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