• DocumentCode
    3300095
  • Title

    Numerical Continuous-Valued Attributes Semanteme in Decision Tree

  • Author

    Shi, Nianyun ; Chu, Xi ; Zhou, Xiaotian

  • Author_Institution
    Coll. of Comput. & Commun. Eng., China Univ. of Pet. (East China), Dongying
  • Volume
    2
  • fYear
    2008
  • fDate
    18-20 Oct. 2008
  • Firstpage
    642
  • Lastpage
    646
  • Abstract
    In the existing decision tree mining systems, the sample data sets that the decision tree can manage do not include semanteme information, especially for the numerical continuous-valued attributes. In this paper, the necessity and feasibility of researching on numerical continuous-valued attributes semanteme is indicated, and furthermore, a new method for numerical continuous-valued attributes semanteme is proposed. With examples, the method is validated at last.
  • Keywords
    data mining; decision trees; continuous-valued attributes; decision tree; decision tree mining systems; numerical continuous-valued attributes semanteme; Conference management; Data engineering; Data mining; Decision trees; Educational institutions; Engineering management; Humidity; Meteorology; Technology management; Temperature; Data mining; Decision Tree; Numerical Continuous-valued Attributes; Semanteme;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation, 2008. ICNC '08. Fourth International Conference on
  • Conference_Location
    Jinan
  • Print_ISBN
    978-0-7695-3304-9
  • Type

    conf

  • DOI
    10.1109/ICNC.2008.39
  • Filename
    4667073
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3300095