20 Popular Machine Learning Metrics. Part 1: Classification & Regression Evaluation Metrics

An introduction to the most important metrics for evaluating classification, regression, ranking, vision, NLP, and deep learning models.

Note: This post has two parts. In the first part (current post), I will talk about 10 metrics that are widely used for evaluating classification and regression models. And in the second part I will talk about 10 metrics which are used to evaluate…