Tuning and evolution of support vector kernels

Author:

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

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Vision and Pattern Recognition,Mathematics (miscellaneous)

Reference55 articles.

1. Acevedo J, Maldonado-Bascón S, Siegmann P, Lafuente-Arroyo S, Gil P (2007) Tuning L1-SVM hyperparameters with modified radius margin bounds and simulated annealing. In: IWANN, pp 284–291

2. Auger A, Hansen N (2005) A restart CMA evolution strategy with increasing population size. In: Proceedings of the IEEE congress on evolutionary computation, CEC 2005, pp 1769–1776

3. Banzhaf W, Francone FD, Keller RE, Nordin P (1998) Genetic programming: an introduction: on the automatic evolution of computer programs and its applications. Morgan Kaufmann Publishers Inc., San Francisco

4. Bartz-Beielstein T, Flasch O, Koch P, Konen W (2010) SPOT: a toolbox for interactive and automatic tuning in the R environment. In: Hoffmann F, Hüllermeier E (eds) Proceedings 20. Workshop computational intelligence. Universitätsverlag Karlsruhe, pp 264–273

5. Bartz-Beielstein T. (November 2003) Experimental analysis of evolution strategies—overview and comprehensive introduction. Interner Bericht des Sonderforschungsbereichs 531 computational intelligence CI–157/03, Universität Dortmund, Germany

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