The Naive Bayes (NB) learning algorithm is simple E Hindi,M Khalil,Diab,... - 《Applied Soft Computing》 被引量: 11发表: 2017年 A novel classification approach based on Naïve Bayes for Twitter sentiment analysis With rapid growth of web technology and dissemination of smart devices, social...
As an important improvement to naive Bayes, Tree-Augmented Naive Bayes (TAN) exhibits excellent classification performance and efficiency since it allows that every attribute depends on at most one other attribute in addition to the class variable. However, its performance might be lowered as some ...
Naive Bayes (NB) is one of the essential algorithms in data mining. However, it is rarely used in reality because of the attribute independence assumption. Researchers have proposed many improved NB methods to alleviate this assumption. Among these metho