tl_auto_interactions: Find important interactions automatically

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

Find important interactions automatically

Description

Find important interactions automatically

Usage

tl_auto_interactions(
  data,
  formula,
  top_n = 3,
  min_r2_change = 0.01,
  max_p_value = 0.05,
  exclude_vars = NULL
)

Arguments

data	A data frame containing the data
formula	A formula specifying the base model without interactions
top_n	Number of top interactions to return
min_r2_change	Minimum change in R-squared to consider
max_p_value	Maximum p-value for significance
exclude_vars	Character vector of variables to exclude from interaction testing

Value

A tidylearn model with important interactions

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