What is a support vector machine?
Tóm tắt
Từ khóa
Tài liệu tham khảo
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).
Golub, T.R. et al. Molecular classification of cancer: class discovery and class prediction by gene expression monitoring. Science 286, 531–537 (1999).
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).
Guyon, I., Weston, J., Barnhill, S. & Vapnik, V. Gene selection for cancer classification using support vector machines. Mach. Learn. 46, 389–422 (2002).
Vapnik, V. & Lerner, A. Pattern recognition using generalized portrait method. Autom. Remote Control 24, 774–780, 1963.
Ramaswamy, S. et al. Multiclass cancer diagnosis using tumor gene expression signatures. Proc. Natl. Acad. Sci. USA 98, 15149–15154 (2001).
Bordes, A., Ertekin, S., Weston, J. & Bottou, L. Fast kernel classifiers with online and active learning. J. Mach. Learn. Res. 6, 1579–1619 (2005).
