tl_fit_tree: Fit a decision tree model

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

Fit a decision tree model

Description

Fit a decision tree model

Usage

tl_fit_tree(
  data,
  formula,
  is_classification = FALSE,
  cp = 0.01,
  minsplit = 20,
  maxdepth = 30,
  ...
)

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
cp	Complexity parameter (default: 0.01)
minsplit	Minimum number of observations in a node for a split
maxdepth	Maximum depth of the tree
...	Additional arguments to pass to rpart()

Value

A fitted decision tree model

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