• DocumentCode
    1408351
  • Title

    Suboptimum Linear Feature Selection in Multiclass Problem

  • Author

    Ichino, Manabu ; Hiramatsu, Keiji

  • Author_Institution
    Information Science Laboratory, Tokyo Electrical Engineering College, Tokyo, Japan.
  • Issue
    1
  • fYear
    1974
  • Firstpage
    28
  • Lastpage
    33
  • Abstract
    A suboptimum method of linear feature selection in multiclass problem is presented. The set of features is selected in sequential manner based on an upper bound on the probability of error. The proposed method is applied to a problem of classifying Japanese vowels. Computer simulation results are presented and discussed.
  • Keywords
    Computer errors; Computer simulation; Covariance matrix; Density functional theory; Density measurement; Extraterrestrial measurements; Gaussian distribution; Pattern recognition; Upper bound; Vectors;
  • fLanguage
    English
  • Journal_Title
    Systems, Man and Cybernetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9472
  • Type

    jour

  • DOI
    10.1109/TSMC.1974.5408517
  • Filename
    5408517
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1408351