Setup KFold Resampler
Usage
setup_KFold(
n_resamples = 10L,
stratify_var = NULL,
strat_n_bins = 4L,
id_strat = NULL,
seed = NULL
)Arguments
- n_resamples
Integer [1, Inf): Number of resamples to make.
- stratify_var
Optional Character: Variable to stratify by.
- strat_n_bins
Integer [1, Inf): Number of bins to stratify by.
- id_strat
Optional Character: Name of the column holding 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. Requires that
resample()be given the data frame the column lives in. train takes the column as a case identifier, so it groups the resamples by it and excludes it from the features.- seed
Optional Integer [0, Inf): Random seed.