Sciweavers

135 search results - page 4 / 27
» The Indifferent Naive Bayes Classifier
Sort
View
50
Voted
AAAI
2007
15 years 3 months ago
Transferring Naive Bayes Classifiers for Text Classification
Wenyuan Dai, Gui-Rong Xue, Qiang Yang, Yong Yu
102
Voted
FLAIRS
2006
15 years 2 months 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
93
Voted
ICML
2003
IEEE
16 years 1 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...