Nonlinear kernel-free quadratic hyper-surface support vector machine with 0-1 loss function

Mingyang Wu, Zhixia Yang, Junyou Ye

For the binary classification problem, a novel nonlinear kernel-free quadratic hyper-surface support vector machine with 0-1 loss function (QSSVM${}_{0/1}$) is proposed. Specifically…