• DocumentCode
    2726373
  • Title

    Application of Improved SPRINT Algorithm in the Graduation Design Process Management System

  • Author

    Wu, Yan-wen ; Li, Li ; Zhao, Sheng-Yi ; Ai, Xue-Yi

  • fYear
    2007
  • fDate
    2-3 Dec. 2007
  • Firstpage
    252
  • Lastpage
    255
  • Abstract
    Regarding big data set, the efficiency is low when the numeric-attributes with a lot of values. This article which applied SPRINT algorithm bases on "the pure intervals" in the graduation design process management system .The algorithm excludes the candidate splitter points in "the pure intervals" at first, then computes gini indexes remained, finally compares with the gini indexes to obtain the best splitter point. It reduced the number of candidate splitter points, enhanced the operating efficiency of the algorithm .And have already obtained the confirmation in the experiment; the results of this algorithm are effective.
  • Keywords
    Algorithm design and analysis; Classification tree analysis; Data analysis; Data mining; Data structures; Decision trees; Information technology; Parallel processing; Process design; Technology management;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Information Technology Application, Workshop on
  • Conference_Location
    Zhang Jiajie
  • Print_ISBN
    978-0-7695-3063-5
  • Type

    conf

  • DOI
    10.1109/IITA.2007.86
  • Filename
    4427011