- class miml.transformation.mimlTOmi.binary_relevance_transformation.BinaryRelevanceTransformation#
Bases:
object
Class that performs a binary relevance transformation to convert a MIMLDataset class to numpy ndarray.
- transform_bag(bag: Bag) list #
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) list #
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: list
Multi instance datasets