train_rf: Train Random Forest model

In mlspatial: Machine Learning and Mapping for Spatial Epidemiology

Train Random Forest model

Description

Trains a Random Forest regression model.

Usage

train_rf(data, formula, ntree = 500, seed = 123)

Arguments

data	A data frame containing the training data.
formula	A formula describing the model structure.
ntree	Number of trees to grow (default 500).
seed	Random seed for reproducibility (default 123).

Value

A trained randomForest model object.

Examples

library(randomForest)
data(mtcars)
rf_model <- train_rf(mtcars, mpg ~ cyl + hp + wt, ntree = 100)
print(rf_model)

mlspatial documentation built on Aug. 27, 2025, 1:09 a.m.