Learn R Programming

sNPLS (version 0.1.3)

cv_fit: Internal function for cv_snpls

Description

Internal function for cv_snpls

Usage

cv_fit(xtrain, ytrain, xval, yval, ncomp, keepJ, keepK)

Arguments

xtrain
A three-way training array
ytrain
A response training matrix
xval
A three-way test array
yval
A response test matrix
ncomp
Number of components for the sNPLS model
keepJ
Number of variables to keep for each component
keepK
Number of 'times' to keep for each component

Value

Returns the CV mean squared error