Xiaoling Lv, Fengchi Dong, Xiexin Liu, Xiangyu Chang

【Abstract】

This paper proposes a Varying Coefficient Support Vector Machine (VCSVM). VCSMO, a variation of the classic algorithm SMO for standard SVMs, is also proposed to solve for VCSVM. Numerical examples validate the accuracy and efficiency of the proposed model.

【Keywords】

support vector machines, varying coefficient model, document classification