get_cp_seq.SDForest: Get the sequence of complexity parameters of an SDForest

In SDModels: Spectrally Deconfounded Models

Get the sequence of complexity parameters of an SDForest

Description

This function extracts the sequence of complexity parameters of an SDForest that result in changes of the SDForest if pruned. Only cp values that differ in the first three digits after the decimal point are returned.

Usage

## S3 method for class 'SDForest'
get_cp_seq(object, ...)

Arguments

object	an SDForest object
...	Further arguments passed to or from other methods.

Value

A sequence of complexity parameters

Author(s)

Markus Ulmer

See Also

regPath stabilitySelection get_cp_seq.SDTree

Examples

set.seed(1)
n <- 10
X <- matrix(rnorm(n * 5), nrow = n)
y <- sign(X[, 1]) * 3 + rnorm(n)
model <- SDForest(x = X, y = y, Q_type = 'no_deconfounding', cp = 0, nTree = 2)
get_cp_seq(model)

SDModels documentation built on April 11, 2025, 5:50 p.m.