• DocumentCode
    578170
  • Title

    An algorithm for decision tree and attribute reduction

  • Author

    Zhang, Qun-Feng ; Zhang, Yu-Fen ; Hao, Ming-Zhu

  • Author_Institution
    Machine Learning Center, Hebei Univ., Baoding, China
  • Volume
    2
  • fYear
    2012
  • fDate
    15-17 July 2012
  • Firstpage
    806
  • Lastpage
    809
  • Abstract
    A decision tree and an attribute reduct from the same crisp decision table are often obtained respectively with different algorithms. Developing an algorithm for both of them is theoretically important and practically useful. This paper proposes an algorithm generating both decision tree and attribute reduction from a crisp decision table.
  • Keywords
    decision tables; decision trees; knowledge representation; rough set theory; attribute reduction; decision table; decision tree; knowledge representation system; rough set; Abstracts; Rain; Random access memory; Attribute reduct; Decision table; Decision tree; Degree of importance; Rough set;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics (ICMLC), 2012 International Conference on
  • Conference_Location
    Xian
  • ISSN
    2160-133X
  • Print_ISBN
    978-1-4673-1484-8
  • Type

    conf

  • DOI
    10.1109/ICMLC.2012.6359029
  • Filename
    6359029
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=578170