CRAN/E | guidedPLS

guidedPLS

Supervised Dimensional Reduction by Guided Partial Least Squares

Installation

About

Guided partial least squares (guided-PLS) is the combination of partial least squares by singular value decomposition (PLS-SVD) and guided principal component analysis (guided-PCA). For the details of the methods, see the reference section of GitHub README.md .

github.com/rikenbit/guidedPLS

Key Metrics

Version 1.0.0
R ≥ 3.4.0
Published 2023-05-12 354 days ago
Needs compilation? no
License MIT
License File
CRAN checks guidedPLS results

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Maintainer

Maintainer

Koki Tsuyuzaki

k.t.the-answer@hotmail.co.jp

Authors

Koki Tsuyuzaki

aut / cre

Material

NEWS
Reference manual
Package source

Vignettes

1. Partial Least Squares (PLS) Models
2. Guided Partial Least Squares (guided-PLS)

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

guidedPLS archive

Depends

R ≥ 3.4.0

Imports

irlba

Suggests

fields
knitr
rmarkdown
testthat