toList.SDTree {SDModels}R Documentation

SDTree toList method

Description

Converts the tree in an SDTree object from class Node (Glur 2023) to class list. This makes it substantially easier to save the tree to disk.

Usage

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

Arguments

object

an SDTree object with the tree in Node format

...

Further arguments passed to or from other methods.

Value

an SDTree object with the tree in list format

Author(s)

Markus Ulmer

References

Glur C (2023). “data.tree: General Purpose Hierarchical Data Structure.” https://CRAN.R-project.org/package=data.tree.

See Also

fromList

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 = 0.5)
toList(model)

[Package SDModels version 1.0.13 Index]