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url: https://alebarberis.github.io/resampling/
template:
bootstrap: 5
articles:
- title: Sampling
desc: Articles used to show the different sampling techniques available in `resampling`
navbar: Sampling
contents:
- sampling/sampling_wr
- sampling/sampling_wor
- title: Resampling
desc: Articles used to show the different resampling techniques available in `resampling`
navbar: Resampling
contents:
- sampling/resampling_wr
- sampling/resampling_wor
reference:
- title: Main Resampling Function
desc: This function provides easy access and uniform syntax to the resampling methodologies
contents: resample
- title: Resampling Class
desc: Methods to handle objects of class `resampling`
contents:
- resampling
- is.resampling
- as.data.frame.resampling
- print.resampling
- plot.resampling
- getHoldOutSampleSize
- getHoldOutSamples
- getNumberOfSamples
- getPopulationSize
- getRemovedElements
- getSampleSize
- getSamples
- getSamplingMethodId
- title: Repeated Sampling Functions
desc: These functions are used to take repeated samples of the data
contents:
- repeatedSampleWithoutReplacement
- repeatedSimpleRandomSampleWithoutReplacement
- repeatedPermutationSample
- repeatedStratifiedSampleWithoutReplacement
- repeatedBalancedSampleWithoutReplacement
- repeatedRandomKm1Folds
- repeatedStratifiedKm1Folds
- repeatedBalancedKm1Folds
- repeatedLeavePOut
- repeatedLeaveOneOut
- repeatedSampleWithReplacement
- repeatedSimpleRandomSampleWithReplacement
- repeatedStratifiedSampleWithReplacement
- repeatedBalancedSampleWithReplacement
- repeatedBootstrapSample
- title: Sampling Functions
desc: These functions are used to take random samples of the data
contents:
- sampleWithoutReplacement
- simpleRandomSampleWithoutReplacement
- permutationSample
- stratifiedSampleWithoutReplacement
- balancedSampleWithoutReplacement
- randomKm1Folds
- stratifiedKm1Folds
- balancedKm1Folds
- randomKFolds
- stratifiedKFolds
- balancedKFolds
- leavePOutSample
- leaveOneOutSample
- sampleWithReplacement
- simpleRandomSampleWithReplacement
- stratifiedSampleWithReplacement
- balancedSampleWithReplacement
- bootstrapSample
- title: Utility Functions
contents:
- listAvailableSamplingMethods
- listSamplingFunctionNames
- listResamplingFunctionNames
- getSamplingFunction
- getResamplingFunction