• DocumentCode
    2390772
  • Title

    Classification with nonexclusive patterns

  • Author

    Chang, Inhao ; Loew, Murray

  • Author_Institution
    CyberCash Inc., Reston, VA, USA
  • Volume
    2
  • fYear
    1996
  • fDate
    25-29 Aug 1996
  • Firstpage
    116
  • Abstract
    In this paper, classification problems with N non-mutually exclusive classes are discussed. We introduce a method which can systematically formulate 2n mutually exclusive classes without additional training data. We also show that the error rate of the new method is lower than that of the traditional approach when patterns are not mutually exclusive
  • Keywords
    pattern classification; probability; set theory; statistical analysis; error rate; nonexclusive pattern classification; probability; set theory; statistical descriptions; Computer science; Diseases; Error analysis; Error probability; Marine vehicles; Pattern recognition; Training data;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 1996., Proceedings of the 13th International Conference on
  • Conference_Location
    Vienna
  • ISSN
    1051-4651
  • Print_ISBN
    0-8186-7282-X
  • Type

    conf

  • DOI
    10.1109/ICPR.1996.546735
  • Filename
    546735
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2390772