A Sparse Nonlinear Classifier Design Using AUC Optimization

Vishal Kakkar, Shirish K. Shevade, S Sundararajan +1

AUC (Area under the ROC curve) is an important performance measure for applications where the data is highly imbalanced. Learning to maximize AUC performance is thus an important r…