Dictionary of Resampling Strategies

Source: R/mlr_resamplings.R

A simple Dictionary storing objects of class Resampling. Each resampling has an associated help page, see mlr_resamplings_[id].

Format

R6::R6Class object.

Usage

Inherits from Dictionary.

See also

Other Dictionary: Dictionary, mlr_generators, mlr_learners, mlr_measures, mlr_tasks

Other Resampling: Resampling

Examples

as.data.table(mlr_resamplings)
#>             id  hyperpars default_iters
#> 1:   bootstrap <function>            30
#> 2:      custom <function>             0
#> 3:          cv <function>            10
#> 4:     holdout <function>             1
#> 5: repeated_cv <function>           100
#> 6: subsampling <function>            30
mlr_resamplings$get("cv")
#> <ResamplingCV> with 10 iterations
#> Instantiated: FALSE
#> Parameters: folds=10
#> 
#> Public: clone, duplicated_ids, format, hash, id, instance,
#>   instantiate, is_instantiated, iters, param_set, stratify, task_hash,
#>   test_set, train_set