Kernel-based orthogonal projections to latent structures (K-OPLS)

Kernel-based orthogonal projections to latent structures (K-OPLS)

The orthogonal projections to latent structures (OPLS) method has been successfully applied in various chemical and biological systems for modeling and interpretation of linear relationships between a descriptor matrix and response matrix. A kernel-based reformulation of the original OPLS algorithm...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser:	Rantalainen, M, Bylesjoe, M, Cloarec, O, Nicholson, J, Holmes, E, Trygg, J
Format:	Journal article
Sprache:	English
Veröffentlicht:	2007

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