How to calculate Performance Measures by Measuring the Quality of a model.

Performance measures are essential in evaluating the quality and effectiveness of a machine learning model. Different performance measures are used depending on the type of problem being solved (classification, regression, clustering, etc.). Here are some common performance measures and how to calculate them for different types of models: