TrainTestPredictionDrift

class TrainTestPredictionDrift

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

Please use the PredictionDrift check instead.

__init__(*args, **kwargs)

__new__(*args, **kwargs)

Methods

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

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model_evaluation

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TrainTestPredictionDrift.add_condition