bootsPLS: Bootstrap Subsamplings of Sparse Partial Least Squares - Discriminant Analysis for Classification and Signature Identification
Version 1.0.3

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.

Package details

AuthorFlorian Rohart [aut, cre], Kim-Anh Le Cao [boss], Christine Wells [boss]
Date of publication2015-08-20 10:39:44
MaintainerFlorian Rohart <[email protected]>
LicenseGPL-3
Version1.0.3
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("bootsPLS")

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bootsPLS documentation built on May 30, 2017, 2:12 a.m.