136 search results - page 5 / 28 » On Pairwise Naive Bayes Classifiers |
WWW
2009
ACM
14 years 8 months ago
2009
ACM
Traditional Naive Bayes Classifier performs miserably on web-scale taxonomies. In this paper, we investigate the reasons behind such bad performance. We discover that the low perf...
PKDD
1998
Springer
13 years 11 months ago
1998
Springer
We review some approaches to qualitative uncertainty and propose a new one based on the idea of Absolute Order of Magnitude. We show that our ideas can be useful for Knowledge Disc...
ICML
2005
IEEE
14 years 8 months ago
2005
IEEE
Naive Bayes is an effective and efficient learning algorithm in classification. In many applications, however, an accurate ranking of instances based on the class probability is m...
NIPS
2001
13 years 8 months ago
2001
This paper presents a method for obtaining class membership probability estimates for multiclass classification problems by coupling the probability estimates produced by binary c...
ICPR
2002
IEEE
14 years 8 months ago
2002
IEEE
The goal of this paper is to offer a framework for image classification "by type". For example, one may want to classify an image of a certain office as man-made ? as op...