bootsPLS: Bootstrap Subsamplings of Sparse Partial Least Squares - Discriminant Analysis for Classification and Signature Identification

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.

Version: 1.1.2
Depends: mixOmics (≥ 6.3.1)
Published: 2018-05-17
Author: Florian Rohart [aut, cre], Kim-Anh Le Cao [boss], Christine Wells [boss]
Maintainer: Florian Rohart <florian.rohart at gmail.com>
BugReports: https://bitbucket.org/FlorianR/package-bootspls/issues
License: GPL-3
URL: http://florian.rohart.free.fr/Professional_page/Publications.html
NeedsCompilation: no
Materials: NEWS
CRAN checks: bootsPLS results

Downloads:

Reference manual: bootsPLS.pdf
Package source: bootsPLS_1.1.2.tar.gz
Windows binaries: r-devel: bootsPLS_1.1.2.zip, r-release: bootsPLS_1.1.2.zip, r-oldrel: bootsPLS_1.1.2.zip
OS X binaries: r-release: bootsPLS_1.1.2.tgz, r-oldrel: bootsPLS_1.1.2.tgz
Old sources: bootsPLS archive

Linking:

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