Method and device for constructing Gaussian process multi-classifier

Method and device for constructing Gaussian process multi-classifier

  • CN 105,426,913 A
  • Filed: 11/16/2015
  • Published: 03/23/2016
  • Est. Priority Date: 11/16/2015
  • Status: Active Application
First Claim
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1. a building method for Gaussian process multi-categorizer, is characterized in that, comprising:

  • By training sample combination of two, and be combined through Gaussian process two sorting algorithm to often kind and train, and obtain Gauss two sorter, wherein, often kind of combination comprises two training samples, and corresponding Gauss two sorter;

    Run all Gausses two sorter obtained, successively classification is carried out to test sample book and judge;

    In determined all categories, extract the category result of test sample book, wherein, determine the quantity of Gauss two sorter of the category result of described test sample book, be greater than the quantity of Gauss two sorter determining other classifications.

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