Featurization

In the Holoclean pipeline, the user can choose the signal that he wants to use in order to train the model.

Domain Pruning

Holoclean gives the option to the user to prune the active domain

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session.ds_domain_pruning(pruning_threshold)

Signals

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SignalInit(session.Denial_constraints, holo_obj.dataengine,session.dataset)

SignalCooccur(session.Denial_constraints, holo_obj.dataengine,session.dataset )

SignalDC(session.Denial_constraints, holo_obj.dataengine, session.dataset, holo_obj.spark_session)