2006 search results - page 81 / 402 » Classification and feature selection with human performance ... |
118
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ICDM
2008
IEEE
15 years 10 months ago
2008
IEEE
When the number of labeled examples is limited, traditional supervised feature selection techniques often fail due to sample selection bias or unrepresentative sample problem. To ...
121
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ICPR
2004
IEEE
16 years 5 months ago
2004
IEEE
Feature and structure selection is an important part of many classification problems. In previous papers, an approach called basis pursuit classification has been proposed which p...
127
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AUSAI
2009
Springer
15 years 8 months ago
2009
Springer
Ensembles are often capable of greater prediction accuracy than any of their individual members. As a consequence of the diversity between individual base-learners, an ensemble wil...
129
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BMCBI
2006
15 years 4 months ago
2006
Background: Cross-validation (CV) is an effective method for estimating the prediction error of a classifier. Some recent articles have proposed methods for optimizing classifiers...
156
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APNOMS
2008
Springer
15 years 6 months ago
2008
Springer
Accurate application traffic classification and identification are important for network monitoring and analysis. The accuracy of traditional Internet application traffic classific...