BRT-class: Boosted Regression Tree

In SDMtune: Species Distribution Model Selection

Boosted Regression Tree

Description

This Class represents a Boosted Regression Tree model objects and hosts all the information related to the model.

Usage

## S4 method for signature 'BRT'
show(object)

Arguments

object

BRT object

Details

See gbm for the meaning of the slots.

Slots

distribution

character. Name of the used distribution.

n.trees

integer. Maximum number of grown trees.

interaction.depth

integer. Maximum depth of each tree.

shrinkage

numeric. The shrinkage parameter.

bag.fraction

numeric. Random fraction of data used in the tree expansion.

model

gbm. The Boosted Regression Tree model object.

Author(s)

Sergio Vignali

SDMtune documentation built on Aug. 28, 2025, 1:10 a.m.