tl_tune_grid: Tune hyperparameters for a model using grid search

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

Tune hyperparameters for a model using grid search

Description

Tune hyperparameters for a model using grid search

Usage

tl_tune_grid(
  data,
  formula,
  method,
  param_grid,
  folds = 5,
  metric = NULL,
  maximize = NULL,
  verbose = TRUE,
  ...
)

Arguments

data	A data frame containing the training data
formula	A formula specifying the model
method	The modeling method to tune
param_grid	A named list of parameter values to tune
folds	Number of cross-validation folds
metric	Metric to optimize
maximize	Logical; whether to maximize (TRUE) or minimize (FALSE) the metric
verbose	Logical; whether to print progress
...	Additional arguments passed to tl_model

Value

A list with the best model and tuning results

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