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  Multicategory Support Vector Machines

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by Preliminary Long Abstract, Yoonkyung Lee, Yoonkyung Lee, Yi Lin, Yi Lin, Grace Wahba, Grace Wahba
ftp://ftp.stat.wisc.edu/pub/wahba/tr1040.ps
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Abstract:

from the meeting is reproduced below. A full report of this research is in preparation.

Citations

688 A training algorithm for optimal margin classifiers – Boser, Guyon, et al. - 1992
105 Support Vector Machine, Reproducing Kernel Hilbert Spaces and Randomized GACV – Wahba
46 A unified framework for regularization networks and support vector machines – Evgenious, Pontil, et al. - 1999
42 Support vector machines for classification in nonstandard situations – Lin, Lee, et al.
39 Support vector machines and the Bayes rule in classification – Lin
16 GACV for support vector machines, or , another way to look at margin-like quantities – Wahba, Lin, et al. - 1999