2566 search results - page 109 / 514 » Relating reinforcement learning performance to classificatio... |
146
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ILP
2005
Springer
15 years 9 months ago
2005
Springer
Online learning algorithms such as Winnow have received much attention in Machine Learning. Their performance degrades only logarithmically with the input dimension, making them us...
131
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KDD
2007
ACM
16 years 4 months ago
2007
ACM
Typical approaches to multi-label classification problem require learning an independent classifier for every label from all the examples and features. This can become a computati...
158
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ICDM
2009
IEEE
15 years 1 months ago
2009
IEEE
Multispectral remote sensing images are widely used for automated land use and land cover classification tasks. Remotely sensed images usually cover large geographical areas, and s...
131
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KDD
2008
ACM
16 years 4 months ago
2008
ACM
In this paper, we address the problem of learning when some cases are fully labeled while other cases are only partially labeled, in the form of partial labels. Partial labels are...
143
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ECIR
2003
Springer
15 years 5 months ago
2003
Springer
In order to reduce human efforts, there has been increasing interest in applying active learning for training text classifiers. This paper describes a straightforward active learni...