711 search results - page 82 / 143 » A cloning approach to classifier training |
93
Voted
ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
We describe a new method for learning the conditional probability distribution of a binary-valued variable from labelled training examples. Our proposed Compositional Noisy-Logica...
101
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MCS
2009
Springer
15 years 5 months ago
2009
Springer
We have recently introduced an incremental learning algorithm, Learn++ .NSE, for Non-Stationary Environments, where the data distribution changes over time due to concept drift. Le...
123
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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...
86
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FLAIRS
2004
15 years 2 months ago
2004
The Federal Highway Administration (FHWA) Office of Highway Planning requires states to furnish vehicle classification data as part of the Highway Performance Monitoring Systems (...
89
Voted
EACL
2006
ACL Anthology
15 years 2 months ago
2006
ACL Anthology
This paper presents results from experiments in automatic classification of animacy for Norwegian nouns using decision-tree classifiers. The method makes use of relative frequency...