901 search results - page 3 / 181 » Nearest Neighbor Ensemble |
ICPR
2004
IEEE
14 years 8 months ago
2004
IEEE
We study the domain of dominant competence of six popular classifiers in a space of data complexity measurements. We observe that the simplest classifiers, nearest neighbor and li...
EDBT
2006
ACM
14 years 7 months ago
2006
ACM
SSD
2001
Springer
13 years 11 months ago
2001
Springer
In this paper we introduce the notion of constrained nearest neighbor queries (CNN) and propose a series of methods to answer them. This class of queries can be thought of as neare...
ECCV
2006
Springer
13 years 10 months ago
2006
Springer
While learning ensembles have been widely used for various pattern recognition tasks, surprisingly, they have found limited application in problems related to medical image analysi...
TKDE
2008
13 years 7 months ago
2008
We present a method for explaining predictions for individual instances. The presented approach is general and can be used with all classification models that output probabilities...