International Journal

A tutorial on support vector regression

Authors

Alex J. Smola, Bernhard Schölkopf

Journal

Statistics and Computing

Year Published

2004

Publisher

Springer Science+Business Media

Citations

13376 citations

Type

Article

Language

EN

Topics & Concepts

Support vector machine (0.68) Computer science (0.60) Regularization (linguistics) (0.55) Quadratic programming (0.53) Perspective (graphical) (0.45)

Abstract

A tutorial on support vector regression - Full text available via OpenAlex

Author Details

Alex J. Smola

Bernhard Schölkopf

ORCID

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