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Self-optimizing classifier

  • US 20050100209A1
  • Filed: 07/02/2003
  • Published: 05/12/2005
  • Est. Priority Date: 07/02/2003
  • Status: Active Grant
First Claim
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1. A method for determining an optimal classifier model for a pattern recognition system, comprising:

  • selecting a plurality of initial classifier models from a set of available classifier models;

    producing an optimal representative classifier for each classifier model according to an iterative optimization routine; and

    accepting the representative classifier having a best associated value for a fitness function.

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