Light

rishi-koul / heart-disease-predictor Goto Github PK

View Code? Open in Web Editor NEW

0.0 1.0 1.0 548.91 MB

An app to predict the risk of having an heart attack

Python 0.08% Makefile 10.35% Kotlin 0.04% Java 18.07% Swift 0.04% Objective-C 0.01% Dart 1.92% Jupyter Notebook 69.49%

heart-disease-predictor's Introduction

HeartFlex - Heart Disease Predictor

Description

An app developed using Flutter to predict the risk of having an heart attack.
Uses a hyperparameter tuned LogisticRegression machine learning model with an accuarcy of 86% to predict the result.
Uses a total of thirteen paramaters (details can be found in folder machine_learning_model) as the basis of scoring.
A Python backend is used to load the trained machine learning model and provide the result in json format to the Flutter frontend

Visuals

Requirements

In order for the code to work:
- Please ensure to run the python backend to access the result of the machine learning model
To run on a real device please run the following commands on the terminal and replace the url in the code with the url derived
- brew cask install ngrok
- ngrok http 5000

Recommend Projects

React

A declarative, efficient, and flexible JavaScript library for building user interfaces.
Vue.js

🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript

TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
TensorFlow

An Open Source Machine Learning Framework for Everyone
Django

The Web framework for perfectionists with deadlines.
Laravel

A PHP framework for web artisans
D3

Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

javascript

JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
web

Some thing interesting about web. New door for the world.
server

A server is a program made to process requests and deliver data to clients.
Machine learning

Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Visualization

Some thing interesting about visualization, use data art
Game

Some thing interesting about game, make everyone happy.

Recommend Org

Facebook

We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft

Open source projects and samples from Microsoft.
Google

Google ❤️ Open Source for everyone.
Alibaba

Alibaba Open Source for everyone
D3

Data-Driven Documents codes.
Tencent

China tencent open source team.