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An exact approach to maximize area under receiver operator characteristic curve for multi-instance learning
The purpose of this study is to solve the multi-instance classi cation problem by directly maximizing the area under Receiver Operating Characteristic (ROC) curve (i.e., AUC). We derive a mixed integer linear programming ...
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