kopls-package {kopls} | R Documentation |
An implementation of K-OPLS with e.g. model training, prediction, cross-validation and plot tools. See individual files for a more in-depth description of the available functionality.
Model training: See koplsModel() for details. Model predictions: See koplsPredict() for details. Cross-validation: See koplsCV() for details. Model evaluation: See e.g. koplsPlotScores() or koplsPlotCVDiagnostics() for details.
Package: | kopls |
Type: | Package |
Version: | 1.0.3 |
Date: | 2008-01-23 |
License: | GPL version 2 |
Max Bylesjo and Mattias Rantalainen
Maintainer: Max Bylesjo <max.bylesjo@chem.umu.se>
Rantalainen M, Bylesjo M, Cloarec O, Nicholson JK, Holmes E and Trygg J. Kernel-based orthogonal projections to latent structures (K-OPLS), J Chemometrics 2007; 21:376-385. doi:10.1002/cem.1071.
##Run demo to get further info: demo(koplsDemo)