toList.SDForest: SDForest toList method

In SDModels: Spectrally Deconfounded Models

SDForest toList method

Description

Converts the trees in an SDForest object from class Node \insertCiteGlur2023Data.tree:StructureSDModels to class list. This makes it substantially easier to save the forest to disk.

Usage

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

Arguments

object	an SDForest object with the trees in Node format
...	Further arguments passed to or from other methods.

Value

an SDForest object with the trees in list format

Author(s)

Markus Ulmer

References

\insertAllCited

See Also

fromList toList.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 = 0.5, nTree = 2)
toList(model)

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