• DocumentCode
    2634487
  • Title

    Parameter Selection Problems in Support Vector Machine

  • Author

    Li-Mei, Yan

  • Author_Institution
    Math. Dept., Dezhou Univ., Dezhou, China
  • Volume
    4
  • fYear
    2009
  • fDate
    March 31 2009-April 2 2009
  • Firstpage
    351
  • Lastpage
    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, C0 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.
  • Keywords
    support vector machines; parameter selection problem; positive number; support vector machine; Computer science; Cost function; Error correction; Fasteners; Mathematical model; Mathematics; Optimal control; Support vector machine classification; Support vector machines; Training data; MPEC problem; cost parameter; nonlinear programming; support vector machine;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Information Engineering, 2009 WRI World Congress on
  • Conference_Location
    Los Angeles, CA
  • Print_ISBN
    978-0-7695-3507-4
  • Type

    conf

  • DOI
    10.1109/CSIE.2009.103
  • Filename
    5171016
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2634487