get_cp_seq.SDTree {SDModels} | R Documentation |
Get the sequence of complexity parameters of an SDTree
Description
This function extracts the sequence of complexity parameters of an SDTree that result in changes of the tree structure if pruned. Only cp values that differ in the first three digits after the decimal point are returned.
Usage
## S3 method for class 'SDTree'
get_cp_seq(object, ...)
Arguments
object |
an SDTree object |
... |
Further arguments passed to or from other methods. |
Value
A sequence of complexity parameters
Author(s)
Markus Ulmer
See Also
Examples
set.seed(1)
n <- 10
X <- matrix(rnorm(n * 5), nrow = n)
y <- sign(X[, 1]) * 3 + rnorm(n)
model <- SDTree(x = X, y = y, Q_type = 'no_deconfounding', cp = 0)
get_cp_seq(model)
[Package SDModels version 1.0.13 Index]