plot.enspls.fs: Plot enspls.fs object
In enpls: Ensemble Partial Least Squares Regression

Description Usage Arguments Author(s) See Also Examples

Plot enspls.fs object

1
2
3

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

`x`	An object of class `enspls.fs`.
`nvar`	Number of top variables to show. Ignored if `sort = FALSE`.
`type`	Plot type, can be `"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.

Nan Xiao <https://nanx.me>

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

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

set.seed(42)
fs <- enspls.fs(x, y, reptimes = 5, maxcomp = 2)
plot(fs, nvar = 10)
plot(fs, type = "boxplot", limits = c(0.05, 0.95), nvar = 10)