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When All We Need is a Piece of the Pie:
A Generic Framework for Optimizing Two-way Partial AUC
Zhiyong Yang 1 2 Qianqian Xu 3 Shilong Bao 1 2 Yuan He 4 Xiaochun Cao 1 2 Qingming Huang 3 5 6 7
Abstract framework.
The Area Under the ROC Curve (AUC) is a cru-
cial metric for machine learning, which evalu-
ates the average performance over all possible 1. Introduction
True Positive Rates (TPRs) and False Positive
Rates (FPR ...
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