Multicategory Support Vector Machines

Top Cited Papers

1 March 2004

journal article
Published by Taylor & Francis in Journal of the American Statistical Association

Vol. 99 (465) , 67-81
https://doi.org/10.1198/016214504000000098

Abstract

Two-category support vector machines (SVM) have been very popular in the machine learning community for classification problems. Solving multicategory problems by a series of binary classifiers is ...

Keywords

GENERALIZED APPROXIMATE CROSS-VALIDATION
NONPARAMETRIC CLASSIFICATION METHOD
QUADRATIC PROGRAMMING
REGULARIZATION METHOD
REPRODUCING KERNEL HILBERT SPACE

This publication has 2 references indexed in Scilit:

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