R2s {mvdalab} | R Documentation |
Cross-validated R2, R2 for X, and R2 for Y for PLS models
Description
Functions to report the cross-validated R2 (CVR2), explained variance in the predictor variables (R2X), and the reponse (R2Y) for PLS models.
Usage
R2s(object)
Arguments
object |
an mvdareg object, i.e., |
Details
R2s
is used to extract a summary of the cross-validated R2 (CVR2), explained variance in the predictor variables (R2X), and the reponse (R2Y) for PLS models.
Author(s)
Nelson Lee Afanador (nelson.afanador@mvdalab.com)
Examples
data(Penta)
mod1 <- plsFit(log.RAI ~., scale = TRUE, data = Penta[, -1],
ncomp = 2, validation = "loo")
R2s(mod1)
## Not run:
plot(R2s(mod1))
## End(Not run)
[Package mvdalab version 1.7 Index]