Advances in large margin classifiers

Dietrich, Rainer, Opper, Manfred and Sompolinsky, Haim (2000). Advances in large margin classifiers. Neural Information Processing . Cambridge, Massachusetts (US): MIT.

Abstract

We apply methods of Statistical Mechanics to study the generalization performance of Support vector Machines in large data spaces.

Divisions: Aston University (General)
Uncontrolled Keywords: statistical mechanics,support vector machines,data spaces
Published Date: 2000-10
Authors: Dietrich, Rainer
Opper, Manfred
Sompolinsky, Haim

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