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Smooth support vector machine(SSVM) changs the normal support vector machine(SVM) into the unconstrained optimization by using the smooth sigmoid function.The method can be solved under the Broyden-Fletcher-Goldfarb-Shanno(BFGS) algorithm and the Newdon-A