Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/shogunbanik18/bewell
A Data Science Supervised Machine Learning Project to predict multiple diseases like Diabetes, Heart Disease etc from symptoms given by user using Support Vector Machine Algorithm
https://github.com/shogunbanik18/bewell
classification data-science diabetes-prediction heart-disease-prediction machine-learning supervised-machine-learning support-vector-machines
Last synced: about 2 months ago
JSON representation
A Data Science Supervised Machine Learning Project to predict multiple diseases like Diabetes, Heart Disease etc from symptoms given by user using Support Vector Machine Algorithm
- Host: GitHub
- URL: https://github.com/shogunbanik18/bewell
- Owner: shogunbanik18
- Created: 2022-07-27T22:18:41.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2022-09-20T08:06:26.000Z (over 2 years ago)
- Last Synced: 2023-04-10T19:58:27.466Z (over 1 year ago)
- Topics: classification, data-science, diabetes-prediction, heart-disease-prediction, machine-learning, supervised-machine-learning, support-vector-machines
- Language: Jupyter Notebook
- Homepage: https://bewell-shogun18.herokuapp.com/
- Size: 650 KB
- Stars: 0
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
## Project Link : https://bewell-shogun18.herokuapp.com/
## BeWell || Multiple Disease Predictor
A Machine Learning Project to predict multiple diseases like Diabetes, Heart Disease etc from symptoms given by user using Support Vector Machine Algorithm* Data Science Supervised Machine learning Project
* Algorithm used : Support Vector Machine
* Implemented in Google Colaboratory with the help of Python 3.9
* Libraries used Numpy,Pandas,Sklearn
* Deployed on Heroku with help of Streamlit## Overview
This project has been broken down in to the following steps:
* Data Collection
* Data Preprocessing
* Splitting of Data for training and testing purpose
* Model building
* Evaluation on Training Data
* Evaluation on Testing Data## Project Preview
![Diabetes](https://user-images.githubusercontent.com/75260179/181391168-fe747503-0a86-4988-8c71-814f8f29ac22.png)
![Diabetes!](https://user-images.githubusercontent.com/75260179/181391167-17424a60-1cba-4d15-8000-8b0870e02bcb.png)
![Heart_Pred2](https://user-images.githubusercontent.com/75260179/181391176-788ee8cd-5728-48c4-85be-c7b57d8e8d44.png)
![Heart_Pred](https://user-images.githubusercontent.com/75260179/181391171-f07750da-572c-42b8-be96-7ae874b59624.png)
![others](https://user-images.githubusercontent.com/75260179/181391165-d63357ba-a52c-4e92-9fcb-9c755e65c0e1.png)