Support Vector Machine Soft Margin Classifiers: Error Analysis
Published in Journal of Machine Learning Research • Dec 1, 2004
NobleIDNI7P45W65R25S51
Authors:,,
ChenDi-Rong
WuQiang
YingYiming
Abstract
The purpose of this paper is to provide a PAC error analysis for the q-norm soft margin classifier, a support vector machine classification algorithm. It consists of two parts: regularization error...
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