Balancing Between Over-Weighting and Under-Weighting in Supervised Term Weighting

Haibing Wu, Xiaodong Gu

Supervised term weighting could improve the performance of text categorization. A way proven to be effective is to give more weight to terms with more imbalanced distributions acro…