t-Test feature selection approach based on term frequency for text categorization ?
We prove the frequency distribution of a term is approximately normally distributed. We model the diversity of the frequency of a term with t-test. We verify our approach on two text corpora with three classifiers. Our approach is comparable to or even better than the state-of-the-art methods.
feature selection term frequency student t-test text classification