print.enspls.fs {enpls}

Print enspls.fs Object

Description

Print enspls.fs object.

Usage

## S3 method for class 'enspls.fs'
print(x, sort = TRUE, nvar = NULL, ...)

Arguments

x

An object of class enspls.fs.

sort

Should the variables be sorted in decreasing order of importance?

nvar

Number of top variables to show. Ignored if sort = FALSE.

...

Additional parameters for print.

Author(s)

Nan Xiao <https://nanx.me>

See Also

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

Examples

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

set.seed(42)
fs <- enspls.fs(
  x, y,
  reptimes = 5, maxcomp = 3,
  alpha = c(0.3, 0.6, 0.9)
)
print(fs, nvar = 10L)