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Performing Cross-Validation Using Non-Randomly Selected Cases

  • US 20140279734A1
  • Filed: 03/15/2013
  • Published: 09/18/2014
  • Est. Priority Date: 03/15/2013
  • Status: Abandoned Application
First Claim
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1. A method for performing cross-validation, comprising:

  • given a first set of randomly selected labeled cases and a second set of actively selected labeled cases,training a classifier on a training set comprising a first subset of the first set and a subset of the second set; and

    measuring the performance of the classifier on a test set comprising a second subset of the first set that is disjoint relative to the first subset, the test set including no cases from the second set.

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