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Machine learning

  • US 7,249,116 B2
  • Filed: 04/06/2003
  • Issued: 07/24/2007
  • Est. Priority Date: 04/08/2002
  • Status: Active Grant
First Claim
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1. A machine comprising:

  • (a) a memory which stores a collection of templates, the collection of templates being created in association with a set of categories including at least one template that is not itself any of the set of categories and is not a member of any of the set of categories, and(b) a learning component that constructs said templates by at leasttesting a first set of templates by at leastcategorizing an example of an item having a known categorization into one of the set of categories based on computed relationships between each of a first set of templates and the example,constructing a second set of templates based on the testing and first set of templates,forming the collection of the templates stored in the memory based on performing the testing and the constructing one or more times.

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