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A maximum class distance based support vector machine classification algorithm (MCDSVM) using Fisher linear discriminant analysis (FLDA) is presented in this paper. The algorithm can maximize the margin between the separating hyperplane and the distance between the samples of two classes. The direction of separating hyperplane can be consistent with the distribution of samples and the algorithm can...
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