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Method for building classifier models for event classes via phased rule induction

  • US 6,782,377 B2
  • Filed: 03/30/2001
  • Issued: 08/24/2004
  • Est. Priority Date: 03/30/2001
  • Status: Expired due to Fees
First Claim
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1. A program storage device readable by machine, tangibly embodying a program of instructions executable by the machine to perform method steps for predicting a target class within a dataset, the method steps comprising:

  • determining positive rules predicting the presence of a plurality of examples of the target class;

    determining negative rules predicting the absence of the target class among the plurality of examples of the target class predicted to be present; and

    applying a classifier model to the dataset for determining the presence the target class according to the positive rules and negative rules.

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