Evaluating Supervised Machine Learning Models: Principles, Pitfalls, and Metric Selection

Xuanyan Liu, Ignacio Cabrera Martin, Marcello Trovati +2

The evaluation of supervised machine learning models is a critical stage in the development of reliable predictive systems. Despite the widespread availability of machine learning…