Setup Resampler
Usage
setup_Resampler(
n_resamples = 10L,
type = c("KFold", "StratSub", "StratBoot", "Bootstrap", "LOOCV"),
stratify_var = NULL,
train_p = 0.75,
strat_n_bins = 4L,
target_length = NULL,
id_strat = NULL,
seed = NULL,
verbosity = 1L
)Arguments
- n_resamples
Integer [1, Inf): Number of resamples to make. LOOCV determines it from the data and ignores this.
- type
Character {"KFold", "StratSub", "StratBoot", "Bootstrap", "LOOCV", "Custom"}: Type of resampler.
- stratify_var
Optional Character: Variable to stratify by.
- train_p
Numeric (0, 1): Training set percentage.
- strat_n_bins
Integer [1, Inf): Number of bins to stratify by.
- target_length
Optional Integer [1, Inf): Target length for stratified bootstraps.
- id_strat
Optional Character vector: Per-case grouping IDs, e.g. subject IDs when the dataset contains repeated measurements. Cases sharing an ID stay in the same resample, so a case can only be present in the training or the test set, not both.
- seed
Optional Integer [0, Inf): Random seed.
- verbosity
Integer: Verbosity level.