Abstract: Feature Selection is important for the text classification. The paper issued a new algorithm based on Bayes Reasoning to process the Feature Selection on alternative text classification. The experiments showed it had much better effect than the widely-use

Key words: Feature selection,Data mining,Bayes reasoning,Text classification