• DocumentCode
    3628896
  • Title

    Self-Adaptation of Parameters in a XCS-Based Ensemble Machine

  • Author

    Maciej Troc;Olgierd Unold

  • Author_Institution
    Inst. of Comput. Eng. Control & Robot., Wroclaw Univ. of Technol., Wroclaw
  • fYear
    2008
  • Firstpage
    893
  • Lastpage
    898
  • Abstract
    The self-adaptive model of a XCS-based ensemble machine solving data-mining tasks has been presented. The results of experiments have shown the ability of the architecture to adapt the parameters of single XCS: the mutation rate \mu and the tournament size t_{s}- separately and/or together.
  • Keywords
    "Classification algorithms","Adaptation model","Gallium","Arrays","Computer architecture","Electronics packaging","Support vector machine classification"
  • Publisher
    ieee
  • Conference_Titel
    Hybrid Intelligent Systems, 2008. HIS ´08. Eighth International Conference on
  • Type

    conf

  • DOI
    10.1109/HIS.2008.10
  • Filename
    4626744
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3628896