2884 search results - page 238 / 577 » Evaluating learning algorithms and classifiers |
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UAI
2008
15 years 2 months ago
2008
Confidence measures for the generalization error are crucial when small training samples are used to construct classifiers. A common approach is to estimate the generalization err...
FGR
2004
IEEE
15 years 4 months ago
2004
IEEE
We present a method for automatically learning a set of discriminatory facial components for face recognition. The algorithm performs an iterative growing of components starting w...
102
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EDM
2008
15 years 2 months ago
2008
As part of an ongoing project where SWoRD, a Web-based reciprocal peer review system, is used to support disciplinary writing, this study reports machine learning classifications o...
87
Voted
NIPS
2003
15 years 1 months ago
2003
This paper presents VLSI circuits with continuous-valued probabilistic behaviour realized by injecting noise into each computing unit(neuron). Interconnecting the noisy neurons fo...
92
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ANLP
2000
15 years 1 months ago
2000
The performance of machine learning algorithms can be improved by combining the output of different systems. In this paper we apply this idea to the recognition of noun phrases. W...