14 Popular Evaluation Metrics in Machine Learning

The evaluation metric is used to measure the performance of a machine learning model. A correct choice of an evaluation metric is very essential for a model. This article will cover all the metrics used in classification and regression machine learning models. For a classification machine learning algorithm, the output of the model can be a target class label or probability score. The different evaluation metric is used for these two approaches.