Abstract: The current dynamic text classification mode of lazy learning algorithms plus updating training set can＇t deal with concept drift well. So the paper issued a new approach based on lazy feature selection （LFS）,a new mode derived from the main idea of lazy

Key words: Text classification, Concept drift, Lazy learning, Feature selection