2002, English, Article edition: Local Attribute Value Grouping for Lazy Rule Induction Arkadiusz Wojna

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Bookmark: http://trove.nla.gov.au/version/15096740
Physical Description
  • ps
Published
  • unknown
  • 2002-11-05
Language
  • English

Edition details

Title
  • Local Attribute Value Grouping for Lazy Rule Induction
Author
  • Arkadiusz Wojna
Other Authors
  • The Pennsylvania State University CiteSeer Archives
Published
  • unknown
  • 2002-11-05
Physical Description
  • ps
Subjects
Notes
  • We present an extension of the lazy rule induction algorithm from [1]. We extended it to deal with real-value attributes and generalised its conditions for symbolic non-ordered attributes. The conditions for symbolic attributes are de ned by means of a metric over attribute domain. We show that commonly used rules are a special case of the proposed rules with a speci c metric. We also relate the proposed algorithm to the discretisation problem. We illustrate that lazy approach can omit the discretisation time complexity.
  • oai:CiteSeerPSU:335175
  • oai:CiteSeerPSU:4781
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Language
  • English
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