Comparing of Four Bayesian Network Classifiers

Changhe Fu · Journal of Shenyang Normal University · 2008

This paper introduces Bayesian network and Bayesian network classifier firstly,and then considers four Bayesian network classifiers.On the basis of their characteristics,this paper carried on an experiment,which exploit ten datasets of UCI.Through this experiment,it analyzes their advantages and disadvantages about classify.Then it proposes a method that how to select classifiers when we face kinds of datasets.

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