Plot enpls.ad object

Plot enpls.ad object

Usage

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

Arguments

x

An object of class enpls.ad.

type

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

main

Plot title, not used currently.

...

Additional graphical parameters, not used currently.

See also

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

Author

Nan Xiao <https://nanx.me>

Examples

data("alkanes")
x <- alkanes$x
y <- alkanes$y

# training set
x.tr <- x[1:100, ]
y.tr <- y[1:100]

# two test sets
x.te <- list(
  "test.1" = x[101:150, ],
  "test.2" = x[151:207, ]
)
y.te <- list(
  "test.1" = y[101:150],
  "test.2" = y[151:207]
)

set.seed(42)
ad <- enpls.ad(
  x.tr, y.tr, x.te, y.te,
  space = "variable", method = "mc",
  ratio = 0.9, reptimes = 50
)
plot(ad)

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