Abstract: Issues of synonymy and strong relational semantic information increase the feature dimension of text vector, which embarrasses the efficiency and precision of text classification. In order to decrease the feature dimension of text vector, a method of text

Key words: Parallel genetic algorithm, K-means clustering, Feature extraction,Text feature words