141 search results - page 8 / 29 » Using Two-Class Classifiers for Multiclass Classification |
115
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EUROGP
2007
Springer
15 years 2 months ago
2007
Springer
This work details an auction-based model for problem decomposition in Genetic Programming classification. The approach builds on the population-based methodology of Genetic Progra...
103
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CVPR
2009
IEEE
16 years 4 months ago
2009
IEEE
Boosted one-versus-all (OVA) classifiers are commonly used in multiclass problems, such as generic object recognition, biometrics-based identification, or gesture recognition. Join...
ICML
2007
IEEE
15 years 11 months ago
2007
IEEE
Even though several techniques have been proposed in the literature for achieving multiclass classification using Support Vector Machine(SVM), the scalability aspect of these appr...
GECCO
2004
Springer
15 years 3 months ago
2004
Springer
In recent literature, the niche enabling effects of crowding and the sharing algorithms have been systematically investigated in the context of Genetic Algorithms and are now estab...
JMLR
2010
14 years 4 months ago
2010
We discuss multiclass-multilabel classification problems in which the set of classes is extremely large. Most existing multiclass-multilabel learning algorithms expect to observe ...