kopls-package {kopls}R Documentation

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

Description

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.

Usage


 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.

Details

Package: kopls
Type: Package
Version: 1.0.3
Date: 2008-01-23
License: GPL version 2

Author(s)

Max Bylesjo and Mattias Rantalainen

Maintainer: Max Bylesjo <max.bylesjo@chem.umu.se>

References

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.

Examples


  ##Run demo to get further info:
  demo(koplsDemo)


[Package kopls version 1.0.3 Index]