Improving classification performance of Support Vector Machine by genetically optimising kernel shape and hyper-parameters

Author:

Dioşan Laura,Rogozan Alexandrina,Pecuchet Jean-Pierre

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence

Reference63 articles.

1. Bach FR, Thibaux R, Jordan MI (2004) Computing regularization paths for learning multiple kernels. In: NIPS, pp 1–10

2. Banzhaf W (1998) Genetic programming: an introduction: on the automatic evolution of computer programs and its applications

3. Bennett K, Hu J, Ji X, Kunapuli G, Pang J-S (2006) Model selection via bilevel optimization. In: IJCNN’06. International joint conference on neural networks. IEEE Computer Society, Los Alamitos, pp 1922–1929

4. Boardman M, Trappenberg T (2006) A heuristic for free parameter optimization with SVM. In: IJCNN 2006. IEEE, New York, pp 1337–1344

5. Boser BE, Guyon I, Vapnik V (1992) A training algorithm for optimal margin classifiers. In: COLT, pp 144–152

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