Tune multiple hyperparameters with a single call to a fitter

Decorate a fitter that can only tune one combination of hyperparameters at a time into a fitter that can tune multiple combinations at once.

Usage

multitune(fitter, select = FALSE)

Arguments

fitter

A fitting function that fulfills the fitter_prototype() interface.

select

logical. If TRUE, the returned multitune_obj S3 object will only contain the validated predictions and the parameters of the picked model among the fitted models.

Value

A fitter following the interface of fitter_prototype() documented in multitune_output_prototype().