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fastPLS (version 0.2)
A Fast Implementation of Partial Least Square
Description
An implementation in 'Rcpp' / 'RcppArmadillo' of Partial Least Square algorithms. This package includes other functions to perform the double cross-validation and a fast correlation.
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Version
Version
0.2
Install
install.packages('fastPLS')
Monthly Downloads
150
Version
0.2
License
GPL-3
Maintainer
Stefano Cacciatore
Last Published
December 11th, 2024
Functions in fastPLS (0.2)
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fastcor
Fast Correlation Analysis
transformy
Conversion Classification Vector to Matrix
optim.pls.cv
Cross-Validation with PLS-DA.
pls
Partial Least Squares.
ViP
Variable Importance in the Projection.
pls.double.cv
Cross-Validation with PLS-DA.
predict.fastPLS
Prediction Partial Least Squares regression.
grid-internal
Internal Grid Functions