Algorithm of Chinese Mail Classification Based on Improved Bayesian Model
Jingdong Xu · Computer Engineering and Applications Journal · 2006
With studying some popular methods and models for Bayesian approach,one kind of text classificatory algorithm the paper proposed a new algorithm which was fit for Chinese mails,risk minimization Bayes based on hybird model.The hybird model unified Binary Independence Model and Multinomial Model,improved the recall of mail filter,in the meanwhile,using the risk minimization Bayes on hybird model,improved the precision.The result of experiments demonstrates that the new algorithm gains better performance in mail classification.