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 |
| 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 |
| macOS binaries: | r-release: bootsPLS_1.1.2.tgz, r-oldrel: bootsPLS_1.1.2.tgz |
| Old sources: | bootsPLS archive |
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