• DocumentCode
    598642
  • Title

    An accuracy measure for rough sets based on knowledge of particles

  • Author

    Luo, Binghui ; Wu, Genxiu

  • Author_Institution
    College of Mathematics and information, Jiangxi normal university, Nan Chang, China
  • fYear
    2012
  • fDate
    11-13 Aug. 2012
  • Firstpage
    750
  • Lastpage
    752
  • Abstract
    In rough sets theory, the accuracy quantification is caused by its boundary region. However, Z.Pawklak proposed the traditional accuracy measure which does not take into consideration the knowledge of particles of the partition induced by an equivalence relation. Paper five proposed an improved accuracy measure, which does not consider the large of universe, when the partition is finest, the accuracy measure becomes biggest suddenly. This paper not only take into consideration the large of knowledge of particles but also the large of universe and proposes a new kind of accuracy measure. Meanwhile we give some properties of it. It is more reasonable and effective to measure, which are illustrated by examples.
  • Keywords
    Atmospheric measurements; Particle measurements; Accuracy; Knowledge of particles; Rough sets;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Granular Computing (GrC), 2012 IEEE International Conference on
  • Conference_Location
    Hangzhou, China
  • Print_ISBN
    978-1-4673-2310-9
  • Type

    conf

  • DOI
    10.1109/GrC.2012.6468597
  • Filename
    6468597