K-S Rating for Model EvaluationWhat is K-S Rating? How’s it computed and used? — What are evaluation metrics & why do we want to judge a model? Evaluation metrics are those that are used to quantify the performance of an ML model. Evaluating a model allows us to evaluate the standard of the predictions and determine if the model is generalizing well. Evaluation metrics serves the model after it has been trained by providing a rating.