A Distributionally Robust Area Under Curve Maximization Model

Wenbo Ma, Miguel A. Lejeune

Area under ROC curve (AUC) is a widely used performance measure for classification models. We propose two new distributionally robust AUC maximization models (DR-AUC) that rely on…