Get Resampling Function — getResamplingFunction • resampling

This function is a dispatcher for the resampling function selected in input.

Usage

getResamplingFunction(
  id = c("rswor", "srswor", "stratified_rswor", "balanced_rswor", "permutation",
    "kfolds", "stratified_kfolds", "balanced_kfolds", "leave_p_out", "leave_one_out",
    "rswr", "srswr", "stratified_rswr", "balanced_rswr", "bootstrap")
)

Arguments

id: character string, one of the supported resampling techniques

Value

A resampling function:

"rswor": repeatedSampleWithoutReplacement
"srswor": repeatedSimpleRandomSampleWithoutReplacement
"stratified_rswor": repeatedStratifiedSampleWithoutReplacement
"balanced_rswor": repeatedBalancedSampleWithoutReplacement
"permutation": repeatedPermutationSample
"kfolds": repeatedRandomKm1Folds
"stratified_kfolds": repeatedStratifiedKm1Folds
"balanced_kfolds": repeatedBalancedKm1Folds
"leave_p_out": repeatedLeavePOut
"leave_one_out": repeatedLeaveOneOut
"rswr": repeatedSampleWithReplacement
"srswr": repeatedSimpleRandomSampleWithReplacement
"stratified_rswr": repeatedStratifiedSampleWithReplacement
"balanced_rswr": repeatedBalancedSampleWithReplacement
"bootstrap": repeatedBootstrapSample

Author

Alessandro Barberis

Examples

f = getResamplingFunction(id = 'rswor')