mvdalab (version 1.4)

plot.R2s: Plot of R2

Description

Plots for the cross-validated R2 (CVR2), explained variance in the predictor variables (R2X), and the reponse (R2Y).

Usage

# S3 method for R2s
plot(x, ...)

Arguments

x

An R2s object

…

additional arguments. Currently ignored.

Value

The output of plot.R2s is a graph of the stated explained variance summary.

Details

plot.R2s is used to generates the graph of the cross-validated R2 (CVR2), explained variance in the predictor variables (R2X), and the reponse (R2Y) for PLS models.

Examples

# NOT RUN {
data(Penta)
mod1 <- plsFit(log.RAI ~., scale = TRUE, data = Penta[, -1],
               ncomp = 2, validation = "loo")
plot(R2s(mod1))
# }