• DocumentCode
    1590777
  • Title

    The Inducer rule induction workbench

  • Author

    Bramer, Max

  • Author_Institution
    Dept. of Comput. Sci. & Software Eng., Portsmouth Univ., UK
  • Volume
    1
  • fYear
    2004
  • Firstpage
    190
  • Abstract
    This paper describes the facilities available in Inducer, a public domain rule induction workbench aimed at users who may not be computer scientists, who wish to analyze their own datasets using a range of data mining strategies or to conduct experiments with a given technique or combination of techniques across a range of datasets. Inducer has a graphical user interface which is designed to be easy to use by beginners, but also includes a range of advanced features for experienced users, including facilities to export the rules generated in several formats and other information in a form suitable for further processing by other packages. An experiment using the workbench is described.
  • Keywords
    classification; data mining; decision trees; graphical user interfaces; logic programming; Inducer; classification rules; data mining; decision rules; decision trees; graphical user interface; rule induction; Accuracy; Classification tree analysis; Data analysis; Data mining; Decision trees; Graphical user interfaces; Induction generators; Java; Packaging; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems, 2004. Proceedings. 2004 2nd International IEEE Conference
  • Print_ISBN
    0-7803-8278-1
  • Type

    conf

  • DOI
    10.1109/IS.2004.1344663
  • Filename
    1344663