K-OPLS package: Kernel-based orthogonal projections to latent structures for prediction and interpretation in feature space

<p>Abstract</p> <p>Background</p> <p>Kernel-based classification and regression methods have been successfully applied to modelling a wide variety of biological data. The Kernel-based Orthogonal Projections to Latent Structures (K-OPLS) method offers unique properties f...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों: Holmes Elaine, Nicholson Jeremy K, Rantalainen Mattias, Bylesjö Max, Trygg Johan
स्वरूप: लेख
भाषा:English
प्रकाशित: BMC 2008-02-01
श्रृंखला:BMC Bioinformatics
ऑनलाइन पहुंच:http://www.biomedcentral.com/1471-2105/9/106