AUC-Oriented Domain Adaptation: From Theory to Algorithm

Yang, ZY; Xu, QQ; Bao, SL; Wen, PS; He, Y; Cao, XC; Huang, QM

Xu, QQ (通讯作者),Chinese Acad Sci, Inst Comp Technol, Key Lab Intelligent Informat Proc, Beijing 100190, Peoples R China.;Huang, QM (通讯作者),Univ Chinese Acad Sci, Sch Comp Sci & Technol, Beijing 101408, Peoples R China.;Huang, QM (通讯作者),Univ Chinese Acad Sci, Key Lab Big Data Min & Knowledge Management BDKM, Beijing 101408, Peoples R China.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023; 45 (12): 14161

Abstract

The Area Under the ROC curve (AUC) is a crucial metric for machine learning, which is often a reasonable choice for applications like disease predicti......

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