Model Diagnostics, Machine Learning.
significantly higher AUC in the training data than the other two models. We aim to demonstrate with robust test data that the overfit model poses problems, despite its similar performance on the test data. PiML also offers tools for comparing the AUC gap (test AUC — train AUC) across various