Scaling Up ROC-Optimizing Support Vector Machines

Gimun Bae, Seung Jun Shin

The ROC-SVM, originally proposed by Rakotomamonjy, directly maximizes the area under the ROC curve (AUC) and has become an attractive alternative of the conventional binary classif…