get_cp_seq.SDForest {SDModels} | R Documentation |
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)
[Package SDModels version 1.0.13 Index]