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Machine Learning for Disease Prediction by donboscoitdebate is a document available to read on EtoBox.

What is Machine Learning for Disease Prediction about?

The project aims to enable early prediction of Diabetes, Heart Disease, and Parkinson’s Disease using machine learning with specific datasets for each condition. Various preprocessing steps and multiple ML algorithms were employed to ensure model accuracy and robustness, with performance evaluated through metrics like accuracy and F1-Score. The system is deployed on Streamlit Cloud, maintains patient data security, and follows ethical practices while planning future enhancements.

Author

donboscoitdebate

Language

EN