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Computer Science and Information Engineering, World Congress on (2009)
Los Angeles, California USA
Mar. 31, 2009 to Apr. 2, 2009
ISBN: 978-0-7695-3507-4
pp: 351-355
ABSTRACT
In this paper, we present a new SVM model to calculate the optimal value of cost parameter C for particular problems of linearity non-separability of data. A lower bound, positive number, C_0 is required to provide for avoiding choosing a candidate set of C. Numerical experiments show that this model for choice of is suitable for solving SVM problems.
INDEX TERMS
support vector machine, cost parameter, nonlinear programming, MPEC problem
CITATION

Y. Li-mei, "Parameter Selection Problems in Support Vector Machine," 2009 WRI World Congress on Computer Science and Information Engineering, CSIE(CSIE), Los Angeles, CA, 2009, pp. 351-355.
doi:10.1109/CSIE.2009.103
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