tl_fit_forest: Fit a random forest model

In tidylearn: A Unified Tidy Interface to R's Machine Learning Ecosystem

Fit a random forest model

Description

Fit a random forest model

Usage

tl_fit_forest(
  data,
  formula,
  is_classification = FALSE,
  ntree = 500,
  mtry = NULL,
  importance = TRUE,
  ...
)

Arguments

data	A data frame containing the training data
formula	A formula specifying the model
is_classification	Logical indicating if this is a classification problem
ntree	Number of trees to grow (default: 500)
mtry	Number of variables randomly sampled at each split
importance	Whether to compute variable importance (default: TRUE)
...	Additional arguments to pass to randomForest()

Value

A fitted random forest model

tidylearn documentation built on Feb. 6, 2026, 5:07 p.m.