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]
@inproceedings{MantovaniRVC15,
title = {Meta-learning Recommendation of Default Hyper-parameter Values for SVMs in Classification Tasks},
author = {Rafael Gomes Mantovani and André L. D. Rossi and Joaquin Vanschoren and André C. P. L. F. Carvalho},
year = {2015},
url = {http://ceur-ws.org/Vol-1455/paper-09.pdf},
researchr = {https://researchr.org/publication/MantovaniRVC15},
cites = {0},
citedby = {0},
pages = {80-92},
booktitle = {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},
editor = {Joaquin Vanschoren and Pavel Brazdil and Christophe G. Giraud-Carrier and Lars Kotthoff},
volume = {1455},
series = {CEUR Workshop Proceedings},
publisher = {CEUR-WS.org},
}