A Univariate Bound of Area Under ROC

16 Apr 2018Siwei LyuYiming Ying

Area under ROC (AUC) is an important metric for binary classification and bipartite ranking problems. However, it is difficult to directly optimizing AUC as a learning objective, so most existing algorithms are based on optimizing a surrogate loss to AUC... (read more)

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