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» Minimal Kernel Classifiers
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INFORMATICASI
2006
51views more  INFORMATICASI 2006»
14 years 9 months ago
A Semantic Kernel to Classify Texts with Very Few Training Examples
Roberto Basili, Marco Cammisa, Alessandro Moschitt...
NIPS
2008
14 years 11 months ago
Support Vector Machines with a Reject Option
We consider the problem of binary classification where the classifier may abstain instead of classifying each observation. The Bayes decision rule for this setup, known as Chow�...
Yves Grandvalet, Alain Rakotomamonjy, Joseph Keshe...
71
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ICML
2008
IEEE
15 years 10 months ago
Localized multiple kernel learning
Recently, instead of selecting a single kernel, multiple kernel learning (MKL) has been proposed which uses a convex combination of kernels, where the weight of each kernel is opt...
Ethem Alpaydin, Mehmet Gönen