control_ensemble_grid {tidysdm}

Control wrappers

Description

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 an ensemble. 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 ensemble 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.

These wrappers are equivalent to the ones used in the stacks package.

Usage

control_ensemble_grid()

control_ensemble_resamples()

control_ensemble_bayes()

Value

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

See Also

See the vignettes for examples of these functions used in context.