• DocumentCode
    3172902
  • Title

    Application of Decision Tree Induction Technology in Insurance Data Pretreatment

  • Author

    Wei, Shu ; Gao, Daipeng ; Luo, Siwen

  • fYear
    2008
  • fDate
    17-19 Oct. 2008
  • Firstpage
    261
  • Lastpage
    264
  • Abstract
    This paper uses the determination tree induction technology to delete the irrelevant attributes (or dimensions) and reduce the data quantity; The decision tree algorithm which at first is used in classification is used to dimensionality reduction, might achieve a higher accuracy, because it optimizes the algorithm measure computation in deletion attribute time. Finally uses the insurance example to explain the application of this method.
  • Keywords
    decision trees; pattern classification; tree data structures; classification; data quantity; decision tree induction technology; insurance data pretreatment; Cleaning; Conference management; Data mining; Decision trees; Electronic government; Finance; Financial management; Insurance; Technology management; Testing; data pretreatment; decision tree induction; insurance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Management of e-Commerce and e-Government, 2008. ICMECG '08. International Conference on
  • Conference_Location
    Jiangxi
  • Print_ISBN
    978-0-7695-3366-7
  • Type

    conf

  • DOI
    10.1109/ICMECG.2008.34
  • Filename
    4656637