Support Vector Algorithms for Optimizing the Partial Area Under the ROC Curve

Harikrishna Narasimhan, Shivani Agarwal

The area under the ROC curve (AUC) is a widely used performance measure in machine learning. Increasingly, however, in several applications, ranging from ranking to biometric scree…