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计算机科学 2000
Studies on Bayesian Classifier in Data Mining
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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.