Liver Disease Prediction Project ❤

This repository consists of files required to deploy a Machine Learning Web App created with Flask and deployed using Heroku platform.

If you want to view the deployed model, click on the following link:

• https://liver-disease-pred.herokuapp.com/

Demo

Problem Statement

This data set contains 416 liver patient records and 167 non liver patient records collected from North East of Andhra Pradesh, India. The "Dataset" column is a class label used to divide groups into liver patient (liver disease) or not (no disease). This data set contains 441 male patient records and 142 female patient records.

Use these patient records to determine which patients have liver disease and which ones do not.

Dataset

Liver Disease Dataset

Technology used

• Python
• Machine Learning
• Pandas
• Numpy
• Scikit-learn
• Flask
• HTML
• CSS
• Pycharm
• Heroku

Running Tests

To run app, run the following command

  python app.run

Screenshot

Deployment

To deploy this project run following command in the project folder

  git bash open

Create .git file

  git init

Track all the files

  git add .

Cheacking file track or not

  git status

Store as separate version

  git commit -m 'message'

Deployment on Heroku

Heroku login on git bash

  heroku login

Create new app

  heroku create

Push Code

  git remote -v

Push code to Master Branch

  git push heroku master

Related

Here are some related projects

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Stroke Prediction

Diabetes Disease

Chronic Kidney Disease

Breast Cancer Disease

Medical Insurance Cost

Feedback

If you have any feedback, please reach out to me at LinkedIn

Please do ⭐ the repository, if you like this.😊

Thank you ❤