Precision Recall

Why Your Precision-Recall Curve Looks Great But Your Model Still Fails

A high precision-recall curve doesn't always translate into a successful machine learning model. Learn why models with excellent PR curves still fail in production, how evaluation metrics can mislead, and what additional analyses you should perform before deployment.