• DocumentCode
    1386758
  • Title

    Multi-class learning and error-correcting code sensitivity

  • Author

    Windeatt, T. ; Ghaderi, R.

  • Author_Institution
    Sch. of Electron. Eng., Surrey Univ., Guildford, UK
  • Volume
    36
  • Issue
    19
  • fYear
    2000
  • fDate
    9/14/2000 12:00:00 AM
  • Firstpage
    1630
  • Lastpage
    1632
  • Abstract
    Properties of optimal error-correcting codes for decomposing a multi-class problem into a set of two-class problems are discussed. After analysing the effect of the code matrix on individual classification errors and on errors due to combining, the authors propose a modification that is less sensitive to code word selection
  • Keywords
    Bayes methods; error correction codes; learning systems; classification errors; code matrix; code word selection; error-correcting code sensitivity; multi-class learning; problem decomposition; two-class problems;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:20001165
  • Filename
    871157
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1386758