Choosing the Right Metric for Evaluating ML Models -- Part 1

In the first blog, we will cover metrics in regression only. Most of the blogs have focussed on classification metrics like precision, recall, AUC etc. For a change, I wanted to explore all kinds of metrics including those used in regression as well. MAE and RMSE are the two most popular metrics for continuous variables. Let's start with the more popular one.