342 search results - page 33 / 69 » Evaluation of Classifiers for an Uneven Class Distribution P... |
105
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ICDCS
1992
IEEE
15 years 2 months ago
1992
IEEE
In a distributed system or communication network tasks may need to be executed on more than one processor. For time-critical tasks, the timing constraints are typically given as e...
103
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DATAMINE
2002
14 years 10 months ago
2002
The basic nearest neighbour classifier suffers from the indiscriminate storage of all presented training instances. With a large database of instances classification response time ...
JMLR
2002
14 years 10 months ago
2002
In this paper, we discuss round robin classification (aka pairwise classification), a technique for handling multi-class problems with binary classifiers by learning one classifie...
103
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CVPR
2009
IEEE
15 years 5 months ago
2009
IEEE
This paper presents a novel discriminative learning method, called Manifold Discriminant Analysis (MDA), to solve the problem of image set classification. By modeling each image s...
ECML
2007
Springer
15 years 2 months ago
2007
Springer
Abstract. Ensemble methods are popular learning methods that usually increase the predictive accuracy of a classifier though at the cost of interpretability and insight in the deci...