Feature subset selection for kernel SVM classification via mixed-integer optimization

Ryuta Tamura, Yuichi Takano, Ryuhei Miyashiro

We study the mixed-integer optimization (MIO) approach to feature subset selection in nonlinear kernel support vector machines (SVMs) for binary classification. First proposed for…