Varying Coefficient Support Vector Machines

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.