Comparison of Decision Tree, Native Bayesion and Natvie Bayesion Tree
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    Abstract:

    In this paper, we used the normal dataset ‘adult’ to compare the runing time, correct rate and error rate of c4.5 decition tree , native bayesion and native bayesion tree, with the data mining tool called weka. The result shows that: we can choose the NB Tree when the memory is big enough and the running time is undemanding; and choose natvie bayesion when the job should be done quickly; and the c4.5(j48) decision tree is an compromising approach.

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王守选,叶柏龙,李伟健,谭一云.决策树、朴素贝叶斯和朴素贝叶斯树的比较.计算机系统应用,2012,21(12):221-224

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  • Received:May 09,2012
  • Revised:June 12,2012
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