Support vector regression with automatic accuracy control.

Schölkopf, B; Bartlett, P; Smola, AJ; Williamson, R

doi:10.1007/978-1-4471-1599-1_12

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Support vector regression with automatic accuracy control.

Schölkopf, B., Bartlett, P., Smola, A., & Williamson, R. (1998). Support vector regression with automatic accuracy control. In L. Niklasson, M. Bodén, & T. Ziemke (Eds.), ICANN 98: 8th International Conference on Artificial Neural Networks, Skövde, Sweden, 2–4 September 1998 (pp. 111-116). London, UK: Springer.

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Item Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-E956-A Version Permalink: https://hdl.handle.net/21.11116/0000-0005-DBE4-3

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https://link.springer.com/content/pdf/10.1007%2F978-1-4471-1599-1_12.pdf (Publisher version) Open Access status unknown

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Creators:
Schölkopf, B¹, Author
Bartlett, P, Author
Smola, AJ, Author
Williamson, R, Author

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1External Organizations, ou_persistent22

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Abstract: A new algorithm for Support Vector regression is proposed. For a priori chosen ν, it automatically adjusts a flexible tube of minimal radius to the data such that at most a fraction ν of the data points lie outside. The algorithm is analysed theoretically and experimentally.

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Dates: Published in Print: 1998-09

Publication Status: Published in print

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Identifiers: BibTex Citekey: 801
DOI: 10.1007/978-1-4471-1599-1_12

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Title: 8th International Conference on Artificial Neural Networks (ICANN 1998)

Place of Event: Skövde, Sweden

Start-/End Date: 1998-09-02 - 1998-09-04

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Title: ICANN 98: 8th International Conference on Artificial Neural Networks, Skövde, Sweden, 2–4 September 1998

Source Genre: Proceedings

Creator(s):
Niklasson, L, Editor
Bodén, M, Editor
Ziemke, T, Editor

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Publ. Info: London, UK : Springer

Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 111 - 116 Identifier: ISBN: 978-3-540-76263-8

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Title: Perspectives in Neural Computing

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