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Feature selection is a key step in automatic text categorization system and it has a significant impact on classification result. In this paper we do research on mutual information (MI) which is one basic method of feature selection. Firstly, we found out three main problems of MI by analyzing the formula of MI theoretically and systematically the MI loss, the information difference among categories,...
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