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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.
Getting started
Browse package contents
Package details |
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| Author | Florian Rohart [aut, cre], Kim-Anh Le Cao [boss], Christine Wells [boss] |
| Maintainer | Florian Rohart <florian.rohart@gmail.com> |
| License | GPL-3 |
| Version | 1.1.2 |
| URL | http://florian.rohart.free.fr/Professional_page/Publications.html |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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