Applictaion of Naive Bayes Improved Algorithm in Spam Classifications
MO Bing-ge · Modern Computer · 2008
Analyses the extensively used Naive Bayes algorithm and points out the defects,uses the 2-gram theory to improve the algorithm.Experiments show that the improved Naive Bayes can make the spam misclassification rate and ham misclassification rate reduce a lot.