clinicadl.split

For splitting data into training, validation and test sets.

Functions

make_split

Performs a single train-test split on a DataFrame with optional stratification.

make_kfold

Performs K-Fold splitting on a DataFrame with optional stratification.

Classes

SingleSplit

To handle a single training-validation split, as opposed to KFold that can handle several splits.

KFold

To handle a K-Fold cross-validator.

Split

An object containing the data associated to a split.