Learn R Programming

MachineShop (version 3.8.0)

PLSModel: Partial Least Squares Model

Description

Function to perform partial least squares regression.

Usage

PLSModel(ncomp = 1, scale = FALSE)

Value

MLModel class object.

Arguments

ncomp

number of components to include in the model.

scale

logical indicating whether to scale the predictors by the sample standard deviation.

Details

Response types:

factor, numeric

Automatic tuning of grid parameters:

ncomp

Further model details can be found in the source link below.

See Also

mvr, fit, resample

Examples

Run this code
# \donttest{
## Requires prior installation of suggested package pls to run

fit(sale_amount ~ ., data = ICHomes, model = PLSModel)
# }

Run the code above in your browser using DataLab