set_cvresampling: Set cross-validation resampling

In NaiaraLopezRojo/globalIRmap: What the Package Does (One Line, Title Case)

Description

Create a Resampling for model cross-validation.

Usage

set_cvresampling(rsmp_id, in_task, outsamp_nrep, outsamp_nfolds)

Arguments

rsmp_id	type of resampling, 'cv', 'repeated_cv', or 'repeated-spcv-coords'
in_task	Task to resample
outsamp_nrep	number of cross-validation repetitions
outsamp_nfolds	number of cross-validation folds.

Details

For more information on the cross-validation strategy used in this study, see section IV in the Supplementary Information of Messager et al. 2021 at https://www.nature.com/articles/s41586-021-03565-5. For general information on resampling in mlr3, see https://mlr3book.mlr-org.com/resampling.html.

Value

a mlr_resamplings_repeated_cv or ResamplingRepeatedSpCVCoords.

NaiaraLopezRojo/globalIRmap documentation built on Dec. 17, 2021, 5:19 a.m.