Computer Science – Computational Geometry
Scientific paper
2001-05-08
Computer Science
Computational Geometry
To appear in Workshop on Algorithms and Data Structures, 2001
Scientific paper
We make a connection between classical polytopes called zonotopes and Support
Vector Machine (SVM) classifiers. We combine this connection with the ellipsoid
method to give some new theoretical results on training SVMs. We also describe
some special properties of soft margin C-SVMs as parameter C goes to infinity.
Bern Marshall
Eppstein David
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