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Feature weighting is an important issue in text categorization. In this paper we analyze the characteristics of rough set theory and TF-IDF, and propose a feature weighting scheme for text categorization by applying approximation accuracy and approximation quality in variable rough set model. The decision information of a feature for categorization is introduced into the weight, which reflects the...
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