Newton Method for Soft Quadratic Surface Support Vector Machine with 0-1 Loss Function

Guoping Li, Wen Song

A nonlinear kernel-free soft quadratic surface support vector machine model with 0-1 loss function ($L_{0/1}$-SQSSVM) is proposed for binary classification problems, which is non-c…