bm_pls_pcr: Fit PLS/PCR regression models
In vcerqueira/tsensembler: Dynamic Ensembles for Time Series Forecasting
Description
Usage
Arguments
Details
See Also
Description
Learning aPartial Least Squares or
Principal Components Regression from training data
Usage
1
bm_pls_pcr(form, data, lpars)
Arguments
form
formula
data
data to train the model
lpars
parameter setting: For this multivariate regression
model the main parameter is "method". The available options are
"kernelpls", "svdpc", "cppls", "widekernelpls", and "simpls"
Details
Parameter setting can vary in method
See mvr for a comprehensive description.
Imports learning procedure from pls package.
See Also
other learning models: bm_mars;
bm_ppr; bm_gbm;
bm_glm; bm_cubist;
bm_randomforest; bm_gaussianprocess;
bm_ffnn; bm_svr
Other base learning models: bm_cubist,
bm_ffnn, bm_gaussianprocess,
bm_gbm, bm_glm,
bm_mars, bm_ppr,
bm_randomforest, bm_svr
vcerqueira/tsensembler documentation built on Oct. 28, 2020, 11:46 p.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Description Usage Arguments Details See Also
Description
Learning aPartial Least Squares or Principal Components Regression from training data
Usage
1 | bm_pls_pcr(form, data, lpars)
|
Arguments
form |
formula |
data |
data to train the model |
lpars |
parameter setting: For this multivariate regression model the main parameter is "method". The available options are "kernelpls", "svdpc", "cppls", "widekernelpls", and "simpls" |
Details
Parameter setting can vary in method
See mvr for a comprehensive description.
Imports learning procedure from pls package.
See Also
other learning models: bm_mars;
bm_ppr; bm_gbm;
bm_glm; bm_cubist;
bm_randomforest; bm_gaussianprocess;
bm_ffnn; bm_svr
Other base learning models: bm_cubist,
bm_ffnn, bm_gaussianprocess,
bm_gbm, bm_glm,
bm_mars, bm_ppr,
bm_randomforest, bm_svr
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.