朴素贝叶斯分类器的构建
首发时间:2007-08-24
摘要:本文基于信息几何和Fisher分,提出了一种创建属性集的方法。把原有属性经过Fisher分映射成新的属性集,并在新属性集上构建贝叶斯分类器。
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Constructing Naïve Bayesian Classifier Based on Information Geometry
Abstract:This paper improved this method based on information geometry theory and Fisher score. We map the original attributes to new attribute set according to the Fisher score, and construct the NBC on the new attribute set.
Keywords: Naïve Bayesian Classifier Information Geometry Fisher Score
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No.1469113777811879****
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