Package: bootsPLS
Type: Package
Title: Bootstrap Subsamplings of Sparse Partial Least Squares -
        Discriminant Analysis for Classification and Signature
        Identification
Version: 1.0.2
Author: Florian Rohart [aut, cre], Kim-Anh Le Cao [boss], Christine Wells [boss]
Maintainer: Florian Rohart <florian.rohart@gmail.com>
Description: Bootstrap Subsamplings of sparse Partial Least Squares - Discriminant Analysis (sPLS-DA) for Classification and Signature Identification. The method is applicable to any classification problem with more than 2 classes. It relies on bootstrap subsamplings of sPLS-DA and provides tools to select the most stable variables (defined as the ones consistently selected over the bootstrap subsamplings) and to predict the class of test samples.
License: GPL-3
Depends: mixOmics
Packaged: 2015-03-21 08:35:38 UTC; florian
NeedsCompilation: no
Repository: CRAN
Date/Publication: 2015-03-23 07:32:59
Built: R 3.1.3; ; 2015-03-24 08:08:31 UTC; unix
