Cost-Sensitive Support Vector Machines

Hamed Masnadi-Shirazi, Nuno Vasconcelos, Arya Iranmehr

A new procedure for learning cost-sensitive SVM(CS-SVM) classifiers is proposed. The SVM hinge loss is extended to the cost sensitive setting, and the CS-SVM is derived as the mini…