Meta-learning Recommendation of Default Hyper-parameter Values for SVMs in Classification Tasks

Rafael Gomes Mantovani, André L. D. Rossi, Joaquin Vanschoren, André C. P. L. F. Carvalho. Meta-learning Recommendation of Default Hyper-parameter Values for SVMs in Classification Tasks. In Joaquin Vanschoren, Pavel Brazdil, Christophe G. Giraud-Carrier, Lars Kotthoff, editors, Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), Porto, Portugal, September 7th, 2015. Volume 1455 of CEUR Workshop Proceedings, pages 80-92, CEUR-WS.org, 2015. [doi]

Abstract

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