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Tuning and evolution of support vector kernels

✍ Scribed by Patrick Koch, Bernd Bischl, Oliver Flasch, Thomas Bartz-Beielstein, Claus Weihs, Wolfgang Konen

Book ID
115442688
Publisher
Springer-Verlag
Year
2012
Tongue
English
Weight
732 KB
Volume
5
Category
Article
ISSN
1864-5909

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The connection between regularization op
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✍ Alex J. Smola; Bernhard SchΓΆlkopf; Klaus-Robert MΓΌller πŸ“‚ Article πŸ“… 1998 πŸ› Elsevier Science 🌐 English βš– 287 KB

In this paper a correspondence is derived between regularization operators used in regularization networks and support vector kernels. We prove that the Green's Functions associated with regularization operators are suitable support vector kernels with equivalent regularization properties. Moreover,