Plot enspls.ad object

Plot enspls.ad object

Usage

# S3 method for enspls.ad
plot(x, type = c("static", "interactive"), main = NULL, ...)

Arguments

x

An object of class enspls.ad.

type

Plot type. Can be "static" or "interactive".

main

Plot title.

...

Additional graphical parameters for plot.

See also

See enspls.ad for model applicability domain evaluation with ensemble sparse partial least squares regressions.

Author

Nan Xiao <https://nanx.me>

Examples

data("logd1k")
# remove low variance variables
x <- logd1k$x[, -c(17, 52, 59)]
y <- logd1k$y

# training set
x.tr <- x[1:300, ]
y.tr <- y[1:300]

# two test sets
x.te <- list(
  "test.1" = x[301:400, ],
  "test.2" = x[401:500, ]
)
y.te <- list(
  "test.1" = y[301:400],
  "test.2" = y[401:500]
)

set.seed(42)
ad <- enspls.ad(
  x.tr, y.tr, x.te, y.te,
  maxcomp = 3, alpha = c(0.3, 0.6, 0.9),
  space = "variable", method = "mc",
  ratio = 0.8, reptimes = 10
)
plot(ad)

# the interactive plot requires a HTML viewer
if (FALSE) {
plot(ad, type = "interactive")
}