class miml.transformation.mimlTOml.arithmetic.ArithmeticTransformation#

Bases: MIMLtoMLTransformation

Class 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 be transformed

Returns#

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

Returns#

transformed_datasetMIMLDataset

Transformed dataset