Semi-supervised AUC optimization based on positive-unlabeled learning
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DOI: 10.1007/s10994-017-5678-9
Abstract: Maximizing the area under the receiver operating characteristic curve (AUC) is a standard approach to imbalanced classification. So far, various supervised AUC optimization methods have been developed and they are also extended to semi-supervised scenarios… read more here.
Keywords: semi supervised; auc optimization; supervised auc; based positive ... See more keywords