Plot of R2

Share:

Description

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

Usage

1
2
## S3 method for class 'R2s'
plot(x, ...)

Arguments

x

An R2s object

...

additional arguments. Currently ignored.

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.

Value

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

Author(s)

Thanh Tran (thanh.tran@mvdalab.com)

Examples

1
2
3
4
5
6
7
data(Penta)
## Number of bootstraps set to 500 to demonstrate flexibility
## Use a minimum of 1000 (default) for results that support bootstraping
mod1 <- plsFit(log.RAI ~., scale = TRUE, data = Penta[, -1], 
               ncomp = 2, validation = "oob", boots = 500)
R2s. <- R2s(mod1)
plot(R2s.)

Want to suggest features or report bugs for rdrr.io? Use the GitHub issue tracker.