Get Sampling Function — getSamplingFunction • resampling

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

Usage

getSamplingFunction(
  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 sampling techniques

Value

A sampling function:

"rswor": sampleWithoutReplacement
"srswor": simpleRandomSampleWithoutReplacement
"stratified_rswor": stratifiedSampleWithoutReplacement
"balanced_rswor": balancedSampleWithoutReplacement
"permutation": permutationSample
"kfolds": randomKm1Folds
"stratified_kfolds": stratifiedKm1Folds
"balanced_kfolds": balancedKm1Folds
"leave_p_out": leavePOutSample
"leave_one_out": leaveOneOutSample
"rswr": sampleWithReplacement
"srswr": simpleRandomSampleWithReplacement
"stratified_rswr": stratifiedSampleWithReplacement
"balanced_rswr": balancedSampleWithReplacement
"bootstrap": bootstrapSample

Examples

f = getSamplingFunction(id = 'rswor')