Precision and Recall — A Comprehensive Guide With Practical Examples

All you need to know about accuracy, precision, recall, F-scores, class imbalance and confusion matrices

Photo by Fer Troulik on Unsplash

Suppose my job is to develop a credit card fraud detection model for a bank. In reality, let’s say only 0.1% of transactions is fraudulent. I cleverly assume that no…