Handling Non-linear Relations in Support Vector Machines through Hyperplane Folding

Author:

Lundberg Lars1,Lennerstad Håkan1,Boeva Veselka1,García-Martín Eva1

Affiliation:

1. Department of Computer Science and Engineering, Blekinge Institute of Technology, Karlskrona, Sweden

Publisher

ACM Press

Reference15 articles.

1. Ali, S., Smith-Miles, K.A.: A meta-learning approach to automatic kernel selection for support vector machines. Neurocomputing 70 (2006) 173--186.

2. Boeva, V., Lundberg, L., Angelova, M., Kohstall, J.: Cluster Validation Measures for Label Noise Filtering, The 9th IEEE International Conference on Intelligent Systems IS'18, Madeira Island, Portugal, September 25--27, 2018.

3. Cortes, C., Vapnik, V.: Support-vector networks. Machine learning 20(3) (1995) 273--297.

4. Gill, N., Hall, P.: An Introduction to Machine Learning Interpretability. O'Reilly Media Inc., April 2018, ISBN: 9781492033141.

5. Golino, H.F., de Brito Amaral, L.S., Duarte, S.F.P., Gomes, C.M.A., de Jesus Soares, T., dos Reis, L.A., Santos, J.: Predicting Increased Blood Pressure Using Machine Learning. Journal of Obesity, Volume 2014, Article ID 637635.

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