2712 search results - page 196 / 543 » On learning algorithm selection for classification |
161
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KDD
2005
ACM
16 years 1 days ago
2005
ACM
Online auctions are generating a new class of fine-grained data about online transactions. This data lends itself to a variety of applications and services that can be provided to...
188
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IJCAI
2003
15 years 8 months ago
2003
We present a description of three different algorithms that use background knowledge to improve text classifiers. One uses the background knowledge as an index into the set of tra...
165
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PKDD
2004
Springer
15 years 12 months ago
2004
Springer
A crucial issue for Machine Learning and Data Mining is Feature Selection, selecting the relevant features in order to focus the learning search. A relaxed setting for Feature Sele...
165
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KDD
2009
ACM
16 years 7 months ago
2009
ACM
Stability is an important yet under-addressed issue in feature selection from high-dimensional and small sample data. In this paper, we show that stability of feature selection ha...
170
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GECCO
2005
Springer
16 years 2 days ago
2005
Springer
Negative selection algorithms for hamming and real-valued shape-spaces are reviewed. Problems are identified with the use of these shape-spaces, and the negative selection algori...