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Spam Filtering Based on Covering Algorithm
基于覆盖算法的垃圾邮件过滤

Keywords: Spam filtering,Covering algorithm,Feature selection,Feature reduction
垃圾邮件过滤
,覆盖算法,特征选择,特征降维

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Abstract:

The correction rate and the risk rate of classification are important factors for evaluating an E-Mail system's performance,and spam filtering is a particular application of text categorization.This paper introduced covering algorithm(CA) of NN into spam filtering,and used several feature reduction methods to classify E-Mail.Comparing with SVM,the results of experiments indicated that it is an effective method to realize a spam filter using the combination of covering algorithm,appropriated feature selectio...

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