Proof of PAC-Bayesian Theorem Based on Bayes Classifier

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.