Nonlinear Kernel Support Vector Machine with 0-1 Soft Margin Loss

Ju Liu, Ling-Wei Huang, Yuan-Hai Shao +2

Recent advance on linear support vector machine with the 0-1 soft margin loss ($L_{0/1}$-SVM) shows that the 0-1 loss problem can be solved directly. However, its theoretical and a…