Title :
The study of Naive Bayes algorithm online in data mining
Author :
Chunyue, Song ; Zhihuan, Song ; Ping, Li ; Wenyuan, Su
Author_Institution :
Inst. of Ind. Process Control, Zhejiang Univ., Hangzhou, China
Abstract :
Naive Bayes algorithm in data mining is studied online. The information and knowledge gained can be used for training new tuple online, which gives rise to the algorithm that can deal with huge amounts of database quickly. The program of the algorithm is also proposed. The practice usage of the algorithm shows its merit and efficiency.
Keywords :
Bayes methods; data mining; Naive Bayes algorithm; data mining; database; Data mining; Databases; Electronic mail; Industrial control; Industrial training; Laboratories; Mining industry; Process control;
Conference_Titel :
Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
Print_ISBN :
0-7803-8273-0
DOI :
10.1109/WCICA.2004.1342328
