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NEW PARAMETERS ESTIMATORS USING EM-LIKE ALGORITHM FOR NAIVE BAYES CLASSIFIER BASED ON BETA DISTRIBUTIONS

机译：基于BETA分布的朴素贝叶斯分类器的使用EM-Like算法的新参数估计器

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In this paper we proposed new estimators of parameters for a Naive Bayes Classifier based on Beta Distributions. Equations were obtained for these estimators using an EM-like algorithm and they provide numerical estimates for those parameters. Furthermore, two forms for that Naive Bayes Classifier were presented.

机译：在本文中，我们提出了基于Beta分布的朴素贝叶斯分类器参数的新估计器。使用类似EM的算法为这些估计量获得了方程，并且它们为这些参数提供了数值估计。此外，还介绍了该朴素贝叶斯分类器的两种形式。

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来源
《Decision making and soft computing》|2014年|155-160|共6页
会议地点 Joao Pessoa(BR)
作者
Ronei M. Moraes; Alexandre B. Simas; Liliane S. Machado; Andrea V. Rocha;
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作者单位

Department of Statistics, Federal University of Paraiba, Joao Pessoa-PB, Brazil;

Department of Mathematics, Federal University of Paraiba, Brazil;

Department of Computer Science, Federal University of Paraiba, Brazil;

Department of Applied Mathematics, Federal University of Paraiba, Brazil;

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原文格式 PDF
正文语种 eng
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关键词
Naive Bayes Classifier; Beta Distribution; EM-like algorithm;

机译：朴素贝叶斯分类器； Beta分布；类电磁算法;

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NEW PARAMETERS ESTIMATORS USING EM-LIKE ALGORITHM FOR NAIVE BAYES CLASSIFIER BASED ON BETA DISTRIBUTIONS

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