plot.enpls.fs: Plot enpls.fs object

In road2stat/enpls: Ensemble Partial Least Squares Regression

Description

Plot enpls.fs object

Usage

## S3 method for class 'enpls.fs'
plot(
  x,
  nvar = NULL,
  type = c("dotplot", "boxplot"),
  limits = c(0, 1),
  main = NULL,
  ...
)

Arguments

x	An object of class enpls.fs.
nvar	Number of top variables to show. Ignored if sort = FALSE.
type	Plot type. "dotplot" or "boxplot".
limits	Vector of length 2. Set boxplot limits (in quantile) to remove the extreme outlier coefficients.
main	Plot title, not used currently.
...	Additional graphical parameters, not used currently.

Author(s)

Nan Xiao <https://nanx.me>

See Also

See enpls.fs for measuring feature importance with ensemble partial least squares regressions.

Examples

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

set.seed(42)
fs <- enpls.fs(x, y, reptimes = 50)
plot(fs)
plot(fs, nvar = 10)
plot(fs, type = "boxplot")
plot(fs, type = "boxplot", limits = c(0.05, 0.95))

road2stat/enpls documentation built on Dec. 30, 2021, 2:20 a.m.