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MOBA: A multi-objective bounded-abstention model for two-class cost-sensitive problems
Compared to state-of-the-art abstention models, MOBA achieves lower expected costs when cost information is considered, and better performance-abstention trade-offs when it is not.
Abstaining Classification When Error Costs are Unequal and Unknown
BA2 aims to obtain the optimal area under the ROC curve (AUC) by constraining the reject rates of the positive and negative classes respectively.
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