AUC-Oriented Domain Adaptation : From Theory to Algorithm

The Area Under the ROC curve (AUC) is a crucial metric for machine learning, which is often a reasonable choice for applications like disease prediction and fraud detection where the datasets often exhibit a long-tail nature. However, most of the existing AUC-oriented learning methods assume that th...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 12 vom: 10. Dez., Seite 14161-14174
Auteur principal: Yang, Zhiyong (Auteur)
Autres auteurs: Xu, Qianqian, Bao, Shilong, Wen, Peisong, He, Yuan, Cao, Xiaochun, Huang, Qingming
Format: Article en ligne
Langue:English
Publié: 2023
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article