- 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