miml.transformation.mimlTOml.arithmetic.ArithmeticTransformation#
- class miml.transformation.mimlTOml.arithmetic.ArithmeticTransformation#
Bases:
MIMLtoMLTransformationClass that performs an arithmetic transformation to convert a MIMLDataset class to numpy ndarray.
- transform_bag(bag: Bag)#
Transform a bag to a multilabel instance
Parameters#
- bagBag
Bag to transform
Returns#
- transformed_bagBag
Transformed bag
- transform_dataset(dataset: MIMLDataset) MIMLDataset#
Transform the dataset to multilabel dataset converting each bag into a single instance being the value of each attribute the mean value of the instances in the bag.
Parameters#
- datasetMIMLDataset
Dataset to transform
Returns#
- transformed_datasetMIMLDataset
Transformed dataset