journal6 ›› 2013, Vol. 34 ›› Issue (6): 19-21.DOI: 10.3969/j.issn.1007-2985.2013.06.006

• Mathematics • Previous Articles     Next Articles

Proof of PAC-Bayesian Theorem Based on Bayes Classifier

 LIU  Miao-Miao, ZHAO  Lian-Wen, SONG  Hai-Long, JIANG  Ying   

  1. (College of Mathematics,Southwest Jiaotong University,Chengdu 610031,China)
  • Online:2013-11-25 Published:2014-01-02

Abstract: Method of proving PAC-bayesian theorem based on Gibbs classification is used to the proof based on Bayes classification.Through the Bayes classification,the theorem can be applied to the statistical problems conveniently and effectively to solve related problems.

Key words: Bayesian method, Bayes classifier, PAC-Bayesian

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