A Novel Loss Function-based Support Vector Machine for Binary Classification

Yan Li, Liping Zhang

The previous support vector machine(SVM) including $0/1$ loss SVM, hinge loss SVM, ramp loss SVM, truncated pinball loss SVM, and others, overlooked the degree of penalty for the c…