SDForest fromList method

Converts the trees in an SDForest object from class list to class Node Glur2023Data.tree:StructureSDModels.

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

Arguments

object

an SDForest object with the trees in list format

...

Further arguments passed to or from other methods.

Value

an SDForest object with the trees in Node format

References

See also

fromList fromList.SDTree

Author

Markus Ulmer

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)
fromList(toList(model))
#> SDForest result
#> 
#> Number of trees:  2 
#> Number of covariates:  5 
#> OOB loss:  NA 
#> OOB spectral loss:  NA