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Efficiency of feature selection affects the whole classifier performance in text categorization. Integrating the distinct aspects of indiscernibility capability of rough set theory and good generalization ability of support vector machine, this paper proposes a new classification method named Rough Support Vector Machine. Rough set was employed as an attribute reduction tool to work on the original...
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