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» The Indifferent Naive Bayes Classifier
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AAAI
2007
14 years 1 months ago
Transferring Naive Bayes Classifiers for Text Classification
Wenyuan Dai, Gui-Rong Xue, Qiang Yang, Yong Yu
FLAIRS
2006
14 years 7 days ago
A Hybrid Generative/Discriminative Bayesian Classifier
In this paper, we introduce a new restricted Bayesian network classifier that extends naive Bayes by relaxing the conditional independence assumptions, and show that it is partly ...
Changsung Kang, Jin Tian
ICML
2003
IEEE
14 years 11 months ago
Tractable Bayesian Learning of Tree Augmented Naive Bayes Models
Bayesian classifiers such as Naive Bayes or Tree Augmented Naive Bayes (TAN) have shown excellent performance given their simplicity and heavy underlying independence assumptions....
Jesús Cerquides, Ramon López de M&aa...