Machine Learning for a Medical Prediction System “Breast Cancer Detection” as a use case

Abstract

Breast cancer is a widespread and serious illness, highlighting the importance of an early detection tool that can provide prognostic information and suggest necessary lifestyle changes to prevent its advancement, also the environmental changes in our daily life have significantly enhance the chances of getting cancer at an early stage of our life. Machine learning has become an indispensable tool in addressing this pressing need, enhancing human capabilities and offering greater automation with reduced errors. In this article, a breast cancer detection and prediction system has been created, utilizing diverse machine learning models including KNN, LR, and XGBoost.

Keywords

• machine learning
• knn
• environmental changes xgboost
• lr
• breast cancer
• detection
• prediction