• DocumentCode
    1531271
  • Title

    The decision tree classifier: Design and potential

  • Author

    Swain, Philip H. ; Hauska, Hans

  • Author_Institution
    School of Electrical Engineering and Laboratory for Applications of Remote Sensing, Purdue University, West Lafayette, IN 47907
  • Volume
    15
  • Issue
    3
  • fYear
    1977
  • fDate
    7/1/1977 12:00:00 AM
  • Firstpage
    142
  • Lastpage
    147
  • Abstract
    This paper presents the basic concepts of a multistage classification strategy called the decision tree classifier. Two methods for designing decision trees are discussed and experimental results are reported. The relative advantages and disadvantages of each design method are considered. A spectrum of typical applications in remote sensing is noted.
  • fLanguage
    English
  • Journal_Title
    Geoscience Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9413
  • Type

    jour

  • DOI
    10.1109/TGE.1977.6498972
  • Filename
    6498972
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1531271