Sampling

Interface for k-fold and percentage-split sampling functions in AUCMEDI.

Function	Description
aucmedi.sampling.split	Simple wrapper function for calling percentage split sampling functions.
aucmedi.sampling.kfold	Simple wrapper function for calling k-fold cross-validation sampling functions.

Recommended Import

# Import sampling
from aucmedi.sampling import sampling_split, sampling_kfold

# Run selected sampling
ds_ps = sampling_split(samples, labels, sampling=[0.7, 0.25, 0.05])
ds_ks = sampling_kfold(samples, labels, n_splits=3)