Cross-validation-based optimal feature selection for linear SVM classification

Masaharu Mori, Shunnosuke Ikeda, Ryuta Tamura +2

This paper addresses feature subset selection for Support Vector Machines (SVMs) based on the cross-validation criterion. Unlike statistical criteria such as the Akaike information…