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)

Attributes

TrainTestLabelDrift.margin_quantile_filter
TrainTestLabelDrift.numerical_drift_method

Methods

TrainTestLabelDrift.add_condition(name, ...)	Add new condition function to the check.
TrainTestLabelDrift.add_condition_drift_score_less_than([...])	Add condition - require drift score to be less than the threshold.
TrainTestLabelDrift.clean_conditions()	Remove all conditions from this check instance.
TrainTestLabelDrift.conditions_decision(result)	Run conditions on given result.
TrainTestLabelDrift.config([...])	Return check configuration (conditions' configuration not yet supported).
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.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.reduce_output(check_result)	Return label drift score.
TrainTestLabelDrift.remove_condition(index)	Remove given condition by index.
TrainTestLabelDrift.run(train_dataset, ...)	Run check.
TrainTestLabelDrift.run_logic(context)	Calculate drift for all columns.
TrainTestLabelDrift.to_json([indent, ...])	Serialize check instance to JSON string.

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FeatureDrift.to_json

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TrainTestLabelDrift.margin_quantile_filter