A Maximum Class Distance Robust Support Vector Machine Classification Algorithm

A maximum class distance robust support vector machine (MCDRSVM) is presented in this paper.Inspired from the principles of linear discriminate analysis(LDA) and support vector machine(SVM), the method adapts the robust cost function and tries to find a optimal separable hyperplane by maximizing the... View More