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...

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Hlavní autoři: Rantalainen, M, Bylesjoe, M, Cloarec, O, Nicholson, J, Holmes, E, Trygg, J
Médium: Journal article
Jazyk:English
Vydáno: 2007