Asymptotically Unbiased Instance-wise Regularized Partial AUC Optimization: Theory and Algorithm

Huiyang Shao, Qianqian Xu, Zhiyong Yang +2

The Partial Area Under the ROC Curve (PAUC), typically including One-way Partial AUC (OPAUC) and Two-way Partial AUC (TPAUC), measures the average performance of a binary classifie…