A novel text classification algorithm based on Naïve Bayes and KL-divergence

Parallel and Distributed Computing, Applications and Technologies, PDCAT Proceedings

Volumn 2005, Issue , 2005, Pages 913-915

  Wang, Baoyi ^a   Zhang, Shaomin ^a,b  

^a NORTH CHINA ELECTRIC POWER UNIVERSITY   (China)

^b XIDIAN UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CLASSIFICATION (OF INFORMATION); COMPUTER APPLICATIONS; ENTROPY; PROBLEM SOLVING; TEXT PROCESSING;

CLASSIFICATION ACCURACY; FEATURE WORDS; RELATIVE ENTROPY; TEXT CLASSIFICATION;

LEARNING SYSTEMS;

EID: 33745166946     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PDCAT.2005.36     Document Type: Conference Paper

References (5)

1. Huimin MA, Baoyi WANG, "Research and Implementation of the Automatic Chinese Text Categorization", Master Thesis, North China Electric Power University, 204 Qingnian Road, Baoding, China, Dec. 2005.
2. Andrew Maccallum, Kamal Nigam, "A Compasion of Event Models for Naïve Bayes Text Classification", AAAI-98 Workshop on Learning for Text Categorization, 1998, pp. 208-216.
3. Shi WANG, Wen GAO, "Boosting Naive Bayes Learning", Computer Science, Chongqing, China, 27(4), 2000: 46-49.
4. Euihong HAN, George Karypis, Vipin Kumar, "Text Categorization Using Weight Adjusted K-nearest Neighbor Classification", Phd Thesis, Univ. of Minnesota, Oct. 1999.
5. Torster Joachims, "Text Categorization with Support Vector Machines: Learning with Many Relevant Features", Tenth European Conference on Machine Learning, 1998: 137-142