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When applying traditional methods to train approximately linear support vector machine (SVM), we will get a kernel matrix which occupy mass computer memory and lead a slow convergence speed. In order to improve the convergence speed of SVM, a method of training approximately linear support vector machine based on variational inequality (VIALSVM) was proposed. The method turns the convex quadratic...
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