To create an effective machine learning toolbox, you actually only need the following three basic tools: Feature Store, Model Store, Evaluation Store
Understand the evaluation metrics of the classification task
I will demonstrate how our classification model measures performance. There are subtle differences in deciding how to measure performance. But first, let's create a data frame for 0 and 1.