class miml.transformation.mimlTOmi.label_powerset_transformation.LabelPowersetTransformation#

Bases: object

Class that performs a label powerset transformation.

transform_bag(bag: Bag) Bag#

Transform miml bag to multi instance bags

Parameters#

bag :

Bag to be transformed to multi-instance bag

Returns#

bagslist[Bag]

List of n_labels transformed bags

transform_dataset(dataset: MIMLDataset) MIMLDataset#

Transform the dataset to multi-instance datasets dividing the original dataset into n datasets with a single label, where n is the number of labels.

Returns#

datasets: MIMLDataset

Multi instance dataset