- class miml.transformation.mimlTOml.minmax.MinMaxTransformation#
Bases:
MIMLtoMLTransformation
Class 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.
Returns#
- Xndarray of shape (n_bags, n_features*2)
Training vector
- Yndarray of shape (n_bags, n_labels)
Target vector relative to X.