• DocumentCode
    1974715
  • Title

    Improved C4.5 Decision Tree

  • Author

    Jia Wenguang ; Huang LiJing

  • Author_Institution
    Hebei Univ. of Econ. & Bus., Shijiazhuang, China
  • fYear
    2010
  • fDate
    20-22 Aug. 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Based on analysed the various decision tree algorithm, improve the C4.5 classification analysis technique, proposed based on the C4.5 classification analysis technique churn prediction--ICDT classification algorithm. Through case analysis and discussion, proof ICDT algorithm In the telecommunications customer Forecast.
  • Keywords
    data mining; decision trees; pattern classification; C4.5 classification analysis technique; churn prediction-ICDT classification algorithm; data mining; decision tree algorithm; improved C4.5 decision tree; proof ICDT algorithm; telecommunications customer forecast; Algorithm design and analysis; Classification algorithms; Classification tree analysis; Data mining; Entropy; Prediction algorithms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Internet Technology and Applications, 2010 International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-5142-5
  • Electronic_ISBN
    978-1-4244-5143-2
  • Type

    conf

  • DOI
    10.1109/ITAPP.2010.5566133
  • Filename
    5566133
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1974715