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autopls (version 1.3)

Partial Least Squares Regression with Backward Selection of Predictors

Description

Some convenience functions for pls regression, including backward variable selection and validation procedures, image based predictions and plotting.

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Version

Install

install.packages('autopls')

Monthly Downloads

41

Version

1.3

License

GPL-2

Maintainer

Sebastian Schmidtlein

Last Published

February 24th, 2015

Functions in autopls (1.3)

reset

Resets the number of latent vectors and the iteration used in autopls objects
autopls

autopls
autoplsVAL

Validate a fitted autopls model
plot.autopls

Plotting function for autopls objects
set.lv

Sets the number of latent vectors in autopls objects
extract.autopls

Extract information from a fitted autopls model
predict.autopls

Prediction using a fitted autopls model
murnau.X

Hyperspectral reflectance and plant attributes
summary.autopls

Summary and print functions for autopls objects
prepro

Preprocessing in autopls
postprocessing

Test for model extrapolations or interpolations and removal of bold predictions in autopls
set.iter

Sets the run of an autopls backwards selection to be used