Three term weighting and classification algorithms in text automatic classification

摘要

Three automatic text classification algorithms are provided. They are the Bayes method based on Bayes theorem and IDF (Invert Document Frequency), VSM based on Shannon entropy and a fuzzy method based on fuzzy theory. Furthermore, the method of combining term weighting methods with three classification algorithms is also provided in the paper.