410 search results - page 4 / 82 » Ensembles of biased classifiers |
ICML
2006
IEEE
15 years 12 months ago
2006
IEEE
We present a novel ensemble pruning method based on reordering the classifiers obtained from bagging and then selecting a subset for aggregation. Ordering the classifiers generate...
KDD
2001
ACM
15 years 11 months ago
2001
ACM
ISBI
2009
IEEE
15 years 5 months ago
2009
IEEE
In this paper, we introduce a new classifier ensemble approach, applied to tissue segmentation in optical images of the uterine cervix. Ensemble methods combine the predictions o...
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FLAIRS
2008
15 years 1 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 ...
MCS
2010
Springer
15 years 1 months ago
2010
Springer
Abstract. Classifier decision fusion has been shown to act in a manner analogous to the back-projection of Radon transformations when individual classifier feature sets are non o...