Evaluating classification models with Accuracy, Precision and Recall.

Hope you are doing well. We're in December and is time to review the year that passed and evaluate how well we performed. And of course as Machine Learning Engineers we would not be able to do that without also evaluating our classification algorithms! So... Grab a cup of coffee because we are going to talk about four important metrics for evaluating our models in this article. Suppose we are a classification algorithm that is predicting whether or not is going to rain.