TrainTestLabelDrift

class TrainTestLabelDrift

The TrainTestLabelDrift check is deprecated and will be removed in the 0.14 version.

Please use the LabelDrift check instead.

__init__(*args, **kwargs)

__new__(*args, **kwargs)

Methods

TrainTestLabelDrift.add_condition(name, ...)	Add new condition function to the check.
TrainTestLabelDrift.add_condition_drift_score_less_than([...])	Add condition - require label properties drift score to be less than a certain threshold.
TrainTestLabelDrift.clean_conditions()	Remove all conditions from this check instance.
TrainTestLabelDrift.compute(context)	Calculate drift on label properties samples that were collected during update() calls.
TrainTestLabelDrift.conditions_decision(result)	Run conditions on given result.
TrainTestLabelDrift.config([...])	Return check configuration.
TrainTestLabelDrift.from_config(conf[, ...])	Return check object from a CheckConfig object.
TrainTestLabelDrift.from_json(conf[, ...])	Deserialize check instance from JSON string.
TrainTestLabelDrift.greater_is_better()	Return True if the check reduce_output is better when it is greater.
TrainTestLabelDrift.initialize_run(context)	Initialize run.
TrainTestLabelDrift.metadata([with_doc_link])	Return check metadata.
TrainTestLabelDrift.name()	Name of class in split camel case.
TrainTestLabelDrift.params([show_defaults])	Return parameters to show when printing the check.
TrainTestLabelDrift.property_reduce(...)	Return an aggregated drift score based on aggregation method defined.
TrainTestLabelDrift.reduce_output(check_result)	Return label drift score per label property.
TrainTestLabelDrift.remove_condition(index)	Remove given condition by index.
TrainTestLabelDrift.run(train_dataset, ...)	Run check.
TrainTestLabelDrift.to_json([indent, ...])	Serialize check instance to JSON string.
TrainTestLabelDrift.update(context, batch, ...)	Perform update on batch for train or test properties.

previous

PropertyLabelCorrelationChange.update

next

TrainTestLabelDrift.add_condition