TrainTestFeatureDrift

class TrainTestFeatureDrift

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

Deprecated since version 0.14.0: deepchecks.tabular.checks.TrainTestFeatureDrift is deprecated and will be removed in deepchecks 0.14 version. Use `deepchecks.tabular.checks.FeatureDrift instead.

Please use the FeatureDrift check instead

__init__(*args, **kwargs)

__new__(*args, **kwargs)

Attributes

Methods

TrainTestFeatureDrift.add_condition(name, ...)	Add new condition function to the check.
TrainTestFeatureDrift.add_condition_drift_score_less_than([...])	Add condition - require drift score to be less than the threshold.
TrainTestFeatureDrift.clean_conditions()	Remove all conditions from this check instance.
TrainTestFeatureDrift.conditions_decision(result)	Run conditions on given result.
TrainTestFeatureDrift.config([...])	Return check configuration (conditions' configuration not yet supported).
TrainTestFeatureDrift.feature_reduce(...)	Return an aggregated drift score based on aggregation method defined.
TrainTestFeatureDrift.from_config(conf[, ...])	Return check object from a CheckConfig object.
TrainTestFeatureDrift.from_json(conf[, ...])	Deserialize check instance from JSON string.
TrainTestFeatureDrift.greater_is_better()	Return True if the check reduce_output is better when it is greater.
TrainTestFeatureDrift.metadata([with_doc_link])	Return check metadata.
TrainTestFeatureDrift.name()	Name of class in split camel case.
TrainTestFeatureDrift.params([show_defaults])	Return parameters to show when printing the check.
TrainTestFeatureDrift.reduce_output(check_result)	Return an aggregated drift score based on aggregation method defined.
TrainTestFeatureDrift.remove_condition(index)	Remove given condition by index.
TrainTestFeatureDrift.run(train_dataset, ...)	Run check.
TrainTestFeatureDrift.run_logic(context)	Calculate drift for all columns.
TrainTestFeatureDrift.to_json([indent, ...])	Serialize check instance to JSON string.

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StringMismatchComparison.to_json

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TrainTestFeatureDrift.add_condition