tl_step_selection: Perform stepwise selection on a linear model

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

Perform stepwise selection on a linear model

Description

Perform stepwise selection on a linear model

Usage

tl_step_selection(
  data,
  formula,
  direction = "backward",
  criterion = "AIC",
  trace = FALSE,
  steps = 1000,
  ...
)

Arguments

data	A data frame containing the training data
formula	A formula specifying the initial model
direction	Direction of stepwise selection: "forward", "backward", or "both"
criterion	Criterion for selection: "AIC" or "BIC"
trace	Logical; whether to print progress
steps	Maximum number of steps to take
...	Additional arguments to pass to step()

Value

A selected model

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