Title: Improving Naive Bayes Classification Model in Various Methods
Abstract:Naive Bayes classifier is a simple and effective classification method, but its attribute independence assumption makes it unable to express the dependence among attributes in the real world, and affe...Naive Bayes classifier is a simple and effective classification method, but its attribute independence assumption makes it unable to express the dependence among attributes in the real world, and affects its classification performance. On the basis of extensive and deep research, various improving methods based on Naive Bayes classifier are analyzed and sorted out systematically, which provides the foundation for further research.Read More
Publication Year: 2005
Publication Date: 2005-01-01
Language: en
Type: article
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