85 search results - page 3 / 17 » Naive Bayesian Classifiers for Ranking |
85
Voted
ICML
2002
IEEE
16 years 1 months ago
2002
IEEE
The naive classifier is a well-established mathematical model whose simplicity, speed and accuracy have made it a popular choice for classification in AI and engineering. In this ...
137
Voted
ICML
2005
IEEE
16 years 1 months ago
2005
IEEE
The use of Bayesian networks for classification problems has received significant recent attention. Although computationally efficient, the standard maximum likelihood learning me...
93
Voted
CIT
2007
Springer
15 years 7 months ago
2007
Springer
93
Voted
ICML
2003
IEEE
16 years 1 months ago
2003
IEEE
Bayesian classifiers such as Naive Bayes or Tree Augmented Naive Bayes (TAN) have shown excellent performance given their simplicity and heavy underlying independence assumptions....
102
Voted
FLAIRS
2006
15 years 2 months ago
2006
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 ...