plot.enspls.od: Plot enspls.od object

In road2stat/enpls: Ensemble Partial Least Squares Regression

Description

Plot enspls.od object

Usage

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

Arguments

x	An object of class enspls.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 enspls.od for outlier detection with ensemble sparse partial least squares regressions.

Examples

data("logd1k")
x <- logd1k$x
y <- logd1k$y

set.seed(42)
od <- enspls.od(x, y, reptimes = 4, maxcomp = 2)
plot(od, criterion = "quantile", prob = 0.1)
plot(od, criterion = "sd", sdtimes = 1)

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