An improved learning algorithm for augmented naive bayes

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)

Volumn 2035, Issue , 2001, Pages 581-586

  Zhang, Huajie ^a   Ling, Charles X ^a  

^a UNIVERSITY OF WESTERN ONTARIO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CLASSIFIERS; LEARNING ALGORITHMS; LEARNING SYSTEMS;

DATA MINING APPLICATIONS; DEPENDENCY RELATION; EFICIENCY; LARGE DATASETS; NAIVE BAYES; NAIVE BAYES CLASSIFIERS; PREDICTIVE ACCURACY; SCALE-UP;

DATA MINING;

EID: 84942890906     PISSN: 03029743     EISSN: None     Source Type: Journal    
DOI: 10.1007/3-540-45357-1_62     Document Type: Article

References (3)

1. [1997] Friedman, N. : Bayesian network classifier. Machine Learning, 29 (1997) 131-161.
2. [1993] Holte, R. : Very simple classification rules perform well on most commonly used datasets. Machine Learning, 3 (1993), 63-91.
3. [1999] Keogh and Pazzani , E. , Pazzani, M. : Learning augmented Bayesian classifiers. Proceedings of Seventh International Workshop on AI and Statistics. (1999) Ft. Lauderdale.