What is a support vector machine?

Author:

Noble William S

Publisher

Springer Science and Business Media LLC

Subject

Biomedical Engineering,Molecular Medicine,Applied Microbiology and Biotechnology,Bioengineering,Biotechnology

Reference8 articles.

1. Boser, B.E., Guyon, I.M. & Vapnik, V.N. A training algorithm for optimal margin classifiers. in 5th Annual ACM Workshop on COLT (ed. Haussler, D.) 144–152 (ACM Press, Pittsburgh, PA, 1992).

2. Golub, T.R. et al. Molecular classification of cancer: class discovery and class prediction by gene expression monitoring. Science 286, 531–537 (1999).

3. Noble, W.S. Support vector machine applications in computational biology. in Kernel Methods in Computational Biology (eds. Schoelkopf, B., Tsuda, K. & Vert, J.-P.) 71–92 (MIT Press, Cambridge, MA, 2004).

4. Guyon, I., Weston, J., Barnhill, S. & Vapnik, V. Gene selection for cancer classification using support vector machines. Mach. Learn. 46, 389–422 (2002).

5. Vapnik, V. & Lerner, A. Pattern recognition using generalized portrait method. Autom. Remote Control 24, 774–780, 1963.

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