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SUPANOVA for Nonlinear Regression
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
2006 (English)Report (Other academic)
Abstract [en]

SUPANOVA is a combination of support vector machines and the ANOVA function expansion. In this contribution a comparison between SUPANOVA and other nonlinear model structures is made. These other model structures are artificial neural networks with sigmoidal basis functions, trees, and piece-wise linear models.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2006. , 16 p.
Series
LiTH-ISY-R, ISSN 1400-3902 ; 2727
Keyword [en]
SUPANOVA, Nonlinear models, Tree, Piece-wise linear
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-56097ISRN: LiTH-ISY-R-2727OAI: oai:DiVA.org:liu-56097DiVA: diva2:316836
Available from: 2010-04-30 Created: 2010-04-30 Last updated: 2014-09-03Bibliographically approved

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fulltext(2089 kB)46 downloads
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Lind, IngelaRoll, Jacob

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Automatic ControlThe Institute of Technology
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CiteExportLink to record
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Citation style
  • apa
  • harvard1
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  • de-DE
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  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
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Output format
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  • asciidoc
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