An Adaptive Moment estimation method for online AUC maximization

Area Under the ROC Curve (AUC) is a widely used metric for measuring classification performance. It has important theoretical and academic values to develop AUC maximization algorithms. Traditional methods often apply batch learning algorithm to maximize AUC which is inefficient and unscalable for l...

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Detalles Bibliográficos
Autores principales: Liu, Xin, Pan, Zhisong, Yang, Haimin, Zhou, Xingyu, Bai, Wei, Niu, Xianghua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6478373/
https://www.ncbi.nlm.nih.gov/pubmed/31013283
http://dx.doi.org/10.1371/journal.pone.0215426

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6478373/
https://www.ncbi.nlm.nih.gov/pubmed/31013283
http://dx.doi.org/10.1371/journal.pone.0215426

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