createForest: Create a forest

In stochtree: Stochastic Tree Ensembles (XBART and BART) for Supervised Learning and Causal Inference

Create a forest

Description

Create a forest

Usage

createForest(
  num_trees,
  leaf_dimension = 1,
  is_leaf_constant = FALSE,
  is_exponentiated = FALSE
)

Arguments

num_trees	Number of trees in the forest
leaf_dimension	Dimensionality of the outcome model
is_leaf_constant	Whether leaf is constant
is_exponentiated	Whether forest predictions should be exponentiated before being returned

Value

Forest object

Examples

num_trees <- 100
leaf_dimension <- 2
is_leaf_constant <- FALSE
is_exponentiated <- FALSE
forest <- createForest(num_trees, leaf_dimension, is_leaf_constant, is_exponentiated)

stochtree documentation built on April 4, 2025, 2:11 a.m.