This paper presents a comprehensive performance analysis of various machine learning algorithms for the prediction of thyroid disease, considering both binary and multi-class classification scenarios.

Diabetes Mellitus is a chronic disease that occurs when the body loses its ability to produce insulin. When left uncontrolled and untreated, the sugar that accumulates in the veins causes ...

This leading textbook provides a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first-year PhD students, as well as ...