AN IMPROVED ALGORITHM FOR DECISION RULE GENERATION

Chen Zhao · Journal of Guangxi Normal University · 2003

In this paper,an improved dicision rule generation algorithm is proposed through combining neural network ensemble with C4.5 Rule.This algorithm regards neural network ensemble as the frontend processing of C4.5 Rule,which generates a data set for rule generation of C4.5 Rule.Experimental results on two data sets of UCI Machine Learning Repository show that this algorithm can generate decision rules with strong generalization ability.

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