- Title
- Tree augmented naive bayes based on optimization
- Creator
- Taheri, Sona; Mammadov, Musa
- Date
- 2011
- Type
- Text; Conference paper
- Identifier
- http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/40605
- Identifier
- vital:4983
- Abstract
- Tree augmented naive Bayes is a semi-naive Bayesian Learning method. It relaxes the naive Bayes attribute independence assumption by employing a tree structure, in which each attribute only depends on the class and one other attribute. A maximum weighted spanning tree that maximizes the likelihood of the training data is used to perform classification.
- Publisher
- Vali-a-Asr University of Rasanjan Iran
- Relation
- 42 Annual Iranian Mathematics Conference Vali-a-Asr University of Rasanjan 5th-8th September, 2011 p. 594-598
- Rights
- This metadata is freely available under a CCO license
- Subject
- Bayesian Learning method
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