• DocumentCode
    437475
  • Title

    Stability of the classifier based on modification on Schweizer and Sklars equations

  • Author

    Luukka, P. ; Sampo, J.

  • Author_Institution
    Lab. of Appl. Math., Lappeenranta Univ. of Technol.
  • Volume
    1
  • fYear
    2004
  • fDate
    1-3 Dec. 2004
  • Firstpage
    207
  • Lastpage
    212
  • Abstract
    In this article we have applied Schweizer & Sklars implications with extension to generalized mean to classification task. We show that classification results are not so sensitive to p values with Schweizer & Sklars measures, which indicates generalized form of equations. Investigation for correct mean values is carried out. In this article we have also tested stability of the classifier. Two different tests for stability are made: in one test stability was checked respect to weight parameters and other test was carried out for ideal vectors
  • Keywords
    learning (artificial intelligence); pattern classification; statistical testing; Schweizer & Sklars equation; machine learning; pattern classification; stability; statistical testing; Computer errors; Diseases; Equations; Humans; Laboratories; Manufacturing processes; Mathematics; Pipelines; Stability; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cybernetics and Intelligent Systems, 2004 IEEE Conference on
  • Conference_Location
    Singapore
  • Print_ISBN
    0-7803-8643-4
  • Type

    conf

  • DOI
    10.1109/ICCIS.2004.1460413
  • Filename
    1460413