Search Sciweavers | Sciweavers

119 search results - page 3 / 24

» Web-scale classification with naive bayes

click to vote

ICML
2006
IEEE

104views Machine Learning» more ICML 2006»

Efficient learning of Naive Bayes classifiers under class-conditional classification noise

14 years 7 months ago

Download delivery.acm.org

We address the problem of efficiently learning Naive Bayes classifiers under classconditional classification noise (CCCN). Naive Bayes classifiers rely on the hypothesis that the ...

Christophe Nicolas Magnan, François Denis, ...

claim paper

Read More »

click to vote

ICML
2005
IEEE

133views Machine Learning» more ICML 2005»

Naive Bayes models for probability estimation

14 years 7 months ago

Download www.cs.washington.edu

Naive Bayes models have been widely used for clustering and classification. However, they are seldom used for general probabilistic learning and inference (i.e., for estimating an...

Daniel Lowd, Pedro Domingos

claim paper

Read More »

click to vote

DATAMINE
2010

122views more DATAMINE 2010»

Three naive Bayes approaches for discrimination-free classification

13 years 6 months ago

Download wwwis.win.tue.nl

In this paper, we investigate how to modify the Naive Bayes classifier in order to perform classification that is restricted to be independent with respect to a given sensitive att...

Toon Calders, Sicco Verwer

claim paper

Read More »

click to vote

AAAI
2007

70views Intelligent Agents» more AAAI 2007»

Transferring Naive Bayes Classifiers for Text Classification

13 years 8 months ago

Download www.aaai.org

Wenyuan Dai, Gui-Rong Xue, Qiang Yang, Yong Yu

claim paper

Read More »