Plot cv.enspls object — plot.cv.enspls • enpls

Plot cv.enspls object

Usage

# S3 method for cv.enspls
plot(x, xlim = NULL, ylim = NULL, alpha = 0.8, main = NULL, ...)

Arguments

x: An object of class cv.enspls.
xlim: x Vector of length 2 - x axis limits of the plot.
ylim: y Vector of length 2 - y axis limits of the plot.
alpha: An alpha transparency value for points, a real number in (0, 1].
main: Plot title, not used currently.
...: Additional graphical parameters, not used currently.

See also

See cv.enspls for cross-validation of ensemble sparse partial least squares regression models.

Author

Nan Xiao <https://nanx.me>

Examples

# This example takes one minute to run
if (FALSE) {
data("logd1k")
x <- logd1k$x
y <- logd1k$y

set.seed(42)
cvfit <- cv.enspls(x, y, reptimes = 10)
plot(cvfit)
}