Model Diagnostics, Machine Learning.
Limited Real-world Applicability: Overfit models often fail when faced with new, real-world data. Overfitting can be measured by the following metrics: ROC-AUC Score (for Binary Classification): Receiver Operating Characteristic — Area Under the Curve measures the area under the ROC curve. AUC