| 基于Bayes分类的PAC-Bayesian定理证明 |
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| 引用本文： | 刘妙妙,赵联文,宋海龙,姜英.基于Bayes分类的PAC-Bayesian定理证明[J].吉首大学学报(自然科学版),2013,34(6):19-21. |
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| 作者姓名： | 刘妙妙 赵联文 宋海龙 姜英 |
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| 作者单位： | （西南交通大学数学学院，四川 成都 610031） |
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| 基金项目： | 中央高校基本科研业务费专项资金资助（SWJTU11CX155） |
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| 摘 要： | 采用类似基于Gibbs分类的PAC-Bayesian定理的证明方法，证明基于Bayes分类的PAC-Bayesian定理.对于PAC-Bayesian定理的证明采用Bayes分类，可以方便有效地运用到统计问题中来解决相关问题.
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| 关 键 词： | Bayesian方法 Bayes分类 PAC-Bayesian |
Proof of PAC-Bayesian Theorem Based on Bayes Classifier |
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| LIU Miao-miao,ZHAO Lian-wen,SONG Hai-long,JIANG Ying.Proof of PAC-Bayesian Theorem Based on Bayes Classifier[J].Journal of Jishou University(Natural Science Edition),2013,34(6):19-21. |
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| Authors: | LIU Miao-miao ZHAO Lian-wen SONG Hai-long JIANG Ying |
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| Institution: | (College of Mathematics,Southwest Jiaotong University,Chengdu 610031,China) |
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| 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 statisti- cal problems conveniently and effectively to solve related problems. |
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| Keywords: | Bayesian method Bayes classifier PAC-Bayesian |
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