plot.enpls.od: Plot enpls.od object

In enpls: Ensemble Partial Least Squares Regression

Description

Plot enpls.od object

Usage

## S3 method for class 'enpls.od'
plot(x, criterion = c("quantile", "sd"),
  prob = 0.05, sdtimes = 3L, alpha = 1, main = NULL, ...)

Arguments

x	An object of class enpls.od.
criterion	Criterion of being classified as an outlier, can be "quantile" or "sd".
prob	Quantile probability as the cut-off value.
sdtimes	Times of standard deviation as the cut-off value.
alpha	An alpha transparency value for points, a real number in (0, 1].
main	Plot title.
...	Additional graphical parameters for plot.

Author(s)

Nan Xiao <https://nanx.me>

See Also

See enpls.od for outlier detection with ensemble partial least squares regressions.

Examples

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

set.seed(42)
od <- enpls.od(x, y, reptimes = 50)
plot(od, criterion = "quantile")
plot(od, criterion = "sd")

enpls documentation built on May 18, 2019, 9:02 a.m.