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Traditional machine learning methods usually minimize a simple loss function to learn a predictive model and then use a complex performance measure to measure the prediction performance. However, minimizing a simple loss function cannot guarantee an optimal performance. In this paper, we study the problem of optimizing the complex performance measure directly to obtain a predictive model. We proposed...
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