Evaluating Classification Models: Metrics, Techniques, and Best Practices

A classification model or a classifier is a type of machine learning algorithm that assigns categories or labels to data points. For example, a model could analyze an email and determine whether it classifies as spam. To make such a decision, the model would use the patterns it learned from examples in the training dataset.