Control wrappers

Supply these light wrappers as the control argument in a tune::tune_grid(), tune::tune_bayes(), or tune::fit_resamples() call to return the needed elements for use in a data stack. These functions will return the appropriate control grid to ensure that assessment set predictions and information on model specifications and preprocessors, is supplied in the resampling results object!

To integrate stack settings with your existing control settings, note that these functions just call the appropriate tune::control_* function with the arguments save_pred = TRUE, save_workflow = TRUE.

Usage

control_stack_grid()

control_stack_resamples()

control_stack_bayes()

Value

A tune::control_grid, tune::control_bayes, or tune::control_resamples object.

See also

See example_data for examples of these functions used in context.

Examples

library(tune)

# these are the same!
control_stack_grid()
#> grid/resamples control object
control_grid(save_pred = TRUE, save_workflow = TRUE)
#> grid/resamples control object