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Richard G. Brereton One-class classifiers Journal of Chemometrics 25

Version of Record online: 24 MAY 2011 | DOI: 10.1002/cem.1397

The main ideas of one-class classifiers are introduced. They are illustrated using mainly quadratic discriminant analysis and support vector domain description, plus disjoint and conjoint principal component models. Examples are drawn from metabolomics, thermal analysis and simulations.

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