New Method of Computing SVM Discriminant Value

Wang Guixin; Wang Tongqing; Yu Jing; Wan Xiyuan; Liu Jiansheng; Ju Yan

Wang Guixin, Wang Tongqing, Yu Jing, Wan Xiyuan, Liu Jiansheng, Ju Yan. New Method of Computing SVM Discriminant ValueJ. Journal of Computer-Aided Design & Computer Graphics, 2003, 15(6): 720-723,729.

Citation:

Wang Guixin, Wang Tongqing, Yu Jing, Wan Xiyuan, Liu Jiansheng, Ju Yan. New Method of Computing SVM Discriminant ValueJ. Journal of Computer-Aided Design & Computer Graphics, 2003, 15(6): 720-723,729.

Citation:

Wang Guixin, Wang Tongqing, Yu Jing, Wan Xiyuan, Liu Jiansheng, Ju Yan. New Method of Computing SVM Discriminant ValueJ. Journal of Computer-Aided Design & Computer Graphics, 2003, 15(6): 720-723,729.

New Method of Computing SVM Discriminant Value

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When the number of support vectors or samples required to distinguish is large, its direct computation would take much time. In order to reduce the complexity of discriminant value computation, vector replacement method mainly for linear SVM and orthogonal vectors method mainly for nonlinear SVM are brought forward.

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New Method of Computing SVM Discriminant Value

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