Abstract Text classification is one of the important technologies in field text data mining. Feature selection, as a key step processing tasks, used to process high-dimensional feature sets, which directly affects final performance. At present, most widely selection methods academia are calculate importance each for through an evaluation function, and then select subsets that meet quantitative ...