miml.transformation.mimlTOml.minmax.MinMaxTransformation#
- class miml.transformation.mimlTOml.minmax.MinMaxTransformation#
Bases:
MIMLtoMLTransformationClass that performs a minmax transformation to convert a MIMLDataset class to numpy ndarray.
- transform_bag(bag: Bag)#
Transform a bag to a multilabel instance
Parameters#
- bagBag
Bag to be transformed to multilabel instance
Returns#
- transformed_bagBag
Transformed bag
- transform_dataset(dataset: MIMLDataset)#
Transform the dataset to multilabel dataset converting each bag into a single instance with the min and max value of each attribute as two new attributes.
Parameters#
- datasetMIMLDataset
Dataset to transform
Returns#
- transformed_datasetMIMLDataset
Transformed dataset