Common Evaluation metrics every Data Scientist should know. (part 1-Classification)

If you’re reading this, I know you probably know lots of ML algorithms, or perhaps used quite a few of them, say Logistic Regression, Decision tree, Stochastic boost, Random Forest, Lightgbm, Catboost (my favourite) and so on. I made one up, I guess ...