Abstract: Bayes learning theory is to obtain estimate of non-labeled samples by transcendental information and sample data. The application of text classification is to classify non-labeled texts by learning labeled class samples. But it is very difficult to obtain

Key words: Web text classification, Fuzzy clustering, Naive Bayes