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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
Version
1.3
1.2-7
1.2-6
1.2-3
1.2-2
1.1
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)
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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
