To tune or not to tune: Recommending when to adjust SVM hyper-parameters via meta-learning

Rafael Gomes Mantovani, André Luis Debiaso Rossi, Joaquin Vanschoren, Bernd Bischl, André C. P. L. F. Carvalho. To tune or not to tune: Recommending when to adjust SVM hyper-parameters via meta-learning. In 2015 International Joint Conference on Neural Networks, IJCNN 2015, Killarney, Ireland, July 12-17, 2015. pages 1-8, IEEE, 2015. [doi]

@inproceedings{MantovaniRVBC15,
  title = {To tune or not to tune: Recommending when to adjust SVM hyper-parameters via meta-learning},
  author = {Rafael Gomes Mantovani and André Luis Debiaso Rossi and Joaquin Vanschoren and Bernd Bischl and André C. P. L. F. Carvalho},
  year = {2015},
  doi = {10.1109/IJCNN.2015.7280644},
  url = {http://dx.doi.org/10.1109/IJCNN.2015.7280644},
  researchr = {https://researchr.org/publication/MantovaniRVBC15},
  cites = {0},
  citedby = {0},
  pages = {1-8},
  booktitle = {2015 International Joint Conference on Neural Networks, IJCNN 2015, Killarney, Ireland, July 12-17, 2015},
  publisher = {IEEE},
  isbn = {978-1-4799-1960-4},
}