F-SVM: Combination of Feature Transformation and SVM Learning via Convex Relaxation

Xiaohe Wu, Wangmeng Zuo, Yuanyuan Zhu +1

The generalization error bound of support vector machine (SVM) depends on the ratio of radius and margin, while standard SVM only considers the maximization of the margin but ignor…