• DocumentCode
    2121499
  • Title

    Analysis of Local-LDtree classifier based on K-nearest Neighbor algorithm

  • Author

    Li, Heng ; Yang, Long

  • Author_Institution
    Shijiazhuang Inf. Eng. Vocational Coll., Shijiazhuang, China
  • fYear
    2012
  • fDate
    21-23 April 2012
  • Firstpage
    2392
  • Lastpage
    2394
  • Abstract
    On the basis of realization of Local-LDtree classifier in Weka environment, having analyzed K-nearest Neighbor algorithm and Lazy DT model, put forward Local-LDtree classifier algorithm and compared the classifiers´ precision among Local-LDtree, J48, Lazy Dtree and Naive Bayesian.
  • Keywords
    Bayes methods; pattern classification; trees (mathematics); K-nearest neighbor algorithm; Local-LDtree; Naive Bayesian; Weka environment; lazy DT model; local LDtree classifier analysis; Decision support systems; Mercury (metals); Classification algorithm; Classifier; K nearest neighbor algorithm; Lazy DT; Local-Ldtree;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Consumer Electronics, Communications and Networks (CECNet), 2012 2nd International Conference on
  • Conference_Location
    Yichang
  • Print_ISBN
    978-1-4577-1414-6
  • Type

    conf

  • DOI
    10.1109/CECNet.2012.6201792
  • Filename
    6201792
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2121499