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Global Congress on Intelligent Systems Approximate Equal Frequency Discretization Method Sheng-yi Jiang, Xia Li, Qi Zheng, Lian-xi Wang School of Informatics Guangdong University of Foreign Studies Guangzhou 510006 China jiangshengyi@163.com There are many classic methods to discretize continuous attribute, including equal width method(EW),equal frequency method(EF),statistic test method[2-6],information entropy method[7-11] and clustering-based method[12][13] etc.

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