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Studies on Bayesian Classifier in Data Mining
用于数据采掘的贝叶斯分类器研究

Keywords: Bayesian classifier,Data mining,Machine learning,Knowledge discovery
数据采掘
,数据库,贝叶斯分类器,机器学习

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Abstract:

Classification is a basic and important task in data mining and pattern recognising. Bayesian classification is the field of Bayesian learning and Bayesian networks where plenty research works have done and remarkable results have get. In this paiper we discuss the basic concepts of Bayesian classification based on Bayesian learning,the principle and using effects of variant Bayesian classifiers,compare their performances ,and introduce the research advance and further works.

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