In the field of Artificial Intelligence, specifically in Machine Learning with Python, the evaluation of a classifier's performance in regression training and testing is important in order to assess its effectiveness and determine its suitability for a given task. Evaluating a classifier involves measuring its ability to accurately predict continuous values, such as estimating the