Resample — resample • renoir

Takes a sample with or without replacement from the population.

Takes repeated samples with or without replacement from the population and feed them to function fun

Usage

resample(object, ...)

# S4 method for Sampler
resample(object)

# S4 method for Resampler
resample(object, .inorder = TRUE, fun, ...)

...: further arguments to fun
.inorder: logical flag indicating whether the .combine function requires the task results to be combined in the same order that they were submitted. If the order is not important, then it setting .inorder to FALSE can give improved performance. The default value is `TRUE.
fun: A function to be executed on re-sampled data. It should contain an indices parameter
do.parallel: logical, whether to try to parallelise the train-and-test procedure
cores: number of cores to use for parallel execution

A list containing the samples

A list containing the output of function fun

Alessandro Barberis