{"id":20042191,"url":"https://github.com/shogunbanik18/bewell","last_synced_at":"2025-06-26T07:04:46.916Z","repository":{"id":50254913,"uuid":"518626706","full_name":"shogunbanik18/BeWell","owner":"shogunbanik18","description":"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","archived":false,"fork":false,"pushed_at":"2022-09-20T08:06:26.000Z","size":666,"stargazers_count":0,"open_issues_count":1,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-02T07:16:41.804Z","etag":null,"topics":["classification","data-science","diabetes-prediction","heart-disease-prediction","machine-learning","supervised-machine-learning","support-vector-machines"],"latest_commit_sha":null,"homepage":"https://bewell-shogun18.herokuapp.com/","language":"Jupyter 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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cp align=\"center\"\u003e\u003cimg width=\"450\" height=\"300\" src=\"https://user-images.githubusercontent.com/75260179/181617558-f6c66d2d-1200-478d-8479-c97183e1b442.jpg\" width=\"300\" height=\"300\"\u003e \u003c/p\u003e\n\n## Project Link :  https://bewell-shogun18.herokuapp.com/\n## BeWell || Multiple Disease Predictor\nA Machine Learning Project to predict multiple diseases like Diabetes, Heart Disease etc from symptoms given by user using Support Vector Machine Algorithm\n\n* Data Science Supervised Machine learning Project\n* Algorithm used : Support Vector Machine\n* Implemented in Google Colaboratory with the help of Python 3.9\n* Libraries used Numpy,Pandas,Sklearn\n* Deployed on Heroku with help of Streamlit\n\n## Overview\nThis project has been broken down in to the following steps:\n* Data Collection\n* Data Preprocessing\n* Splitting of Data for training and testing purpose\n* Model building\n* Evaluation on Training Data\n* Evaluation on Testing Data\n\n## Project Preview\n\n![Diabetes](https://user-images.githubusercontent.com/75260179/181391168-fe747503-0a86-4988-8c71-814f8f29ac22.png)\n\n![Diabetes!](https://user-images.githubusercontent.com/75260179/181391167-17424a60-1cba-4d15-8000-8b0870e02bcb.png)\n\n![Heart_Pred2](https://user-images.githubusercontent.com/75260179/181391176-788ee8cd-5728-48c4-85be-c7b57d8e8d44.png)\n\n![Heart_Pred](https://user-images.githubusercontent.com/75260179/181391171-f07750da-572c-42b8-be96-7ae874b59624.png)\n\n![others](https://user-images.githubusercontent.com/75260179/181391165-d63357ba-a52c-4e92-9fcb-9c755e65c0e1.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshogunbanik18%2Fbewell","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fshogunbanik18%2Fbewell","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshogunbanik18%2Fbewell/lists"}