266 search results - page 5 / 54 » Is Combining Classifiers Better than Selecting the Best One |
ACL
1998
13 years 9 months ago
1998
One of the most exciting recent directions in machine learning is the discovery that the combination of multiple classifiers often results in significantly better performance than...
FSKD
2006
Springer
13 years 11 months ago
2006
Springer
This paper presents an investigation into the combination of different classifiers for toxicity prediction. These classification methods involved in generating classifiers for comb...
FLAIRS
2008
13 years 10 months ago
2008
An ensemble of classifiers is a set of classifiers whose predictions are combined in some way to classify new instances. Early research has shown that, in general, an ensemble of ...
ICDE
2000
IEEE
14 years 9 months ago
2000
IEEE
Most decision tree classifiers are designed to keep class histograms for single attributes, and to select a particular attribute for the next split using said histograms. In this ...
ICPR
2010
IEEE
14 years 23 days ago
2010
IEEE
Classifier fusion is considered as one of the best strategies for improving performances upon general purpose classification systems. On the other hand, fusion strategy space stro...