Encyclopedia of Machine Learning

2010 Edition
| Editors: Claude Sammut, Geoffrey I. Webb

Structural Risk Minimization

  • Xinhua Zhang
Reference work entry
DOI: https://doi.org/10.1007/978-0-387-30164-8_793

Definition

The goal of learning is usually to find a model which delivers good generalization performance over an underlying distribution of the data. Consider an input space \(\mathcal{X}\)
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Recommended Reading

  1. Vapnik, V. (1998). Statistical learning theory. New York: Wiley.MATHGoogle Scholar

Copyright information

© Springer Science+Business Media, LLC 2011

Authors and Affiliations

  • Xinhua Zhang

There are no affiliations available