• DocumentCode
    707650
  • Title

    Voting based Extreme learning machine with entropy based ensemble pruning

  • Author

    Shukla, Sanyam ; Yadav, R.N.

  • Author_Institution
    CSE Dept., M.A.N.I.T., Bhopal, India
  • fYear
    2015
  • fDate
    3-4 March 2015
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Voting based Extreme learning machine was recently proposed to reduce the error due to variance in Extreme Learning Machine. This paper further refines the algorithm by using entropy based ensemble pruning. Results obtained shows significant improvement in performance along with reduction in computational and storage requirement.
  • Keywords
    entropy; learning (artificial intelligence); pattern classification; entropy based ensemble pruning; voting based extreme learning machine; Accuracy; Classification algorithms; Entropy; Mathematical model; Neurons; Testing; Training; Ensemble Pruning; Entropy; Extreme learning Machine;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cognitive Computing and Information Processing (CCIP), 2015 International Conference on
  • Conference_Location
    Noida
  • Type

    conf

  • DOI
    10.1109/CCIP.2015.7100692
  • Filename
    7100692