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Support vector classification algorithm based on variable parameter linear programming

Published in Journal of Systems Engineering and Electronics • Jun 1, 2007
NobleIDNI0P75W04R01S10
Authors:
Jianhua Xiao
,
Lin Jian

Abstract

To solve the problems of SVM in dealing with large sample size and asymmetric distributed samples, a support vector classification algorithm based on variable parameter linear programming is proposed. In the proposed algorithm, linear programming is employed to solve the optimization problem of clas...

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