TrainTestBaseCheck

class TrainTestBaseCheck

Parent class for checks that compare two datasets.

The class checks train dataset and test dataset for model training and test.

__init__(**kwargs)

__new__(*args, **kwargs)

Attributes

TrainTestBaseCheck.context_type

Methods

TrainTestBaseCheck.add_condition(name, ...)	Add new condition function to the check.
TrainTestBaseCheck.clean_conditions()	Remove all conditions from this check instance.
TrainTestBaseCheck.conditions_decision(result)	Run conditions on given result.
TrainTestBaseCheck.config([include_version, ...])	Return check configuration (conditions' configuration not yet supported).
TrainTestBaseCheck.from_config(conf[, ...])	Return check object from a CheckConfig object.
TrainTestBaseCheck.from_json(conf[, ...])	Deserialize check instance from JSON string.
TrainTestBaseCheck.metadata([with_doc_link])	Return check metadata.
TrainTestBaseCheck.name()	Name of class in split camel case.
TrainTestBaseCheck.params([show_defaults])	Return parameters to show when printing the check.
TrainTestBaseCheck.remove_condition(index)	Remove given condition by index.
TrainTestBaseCheck.run(train_dataset, ...)	Run check.
TrainTestBaseCheck.to_json([indent, ...])	Serialize check instance to JSON string.

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SingleDatasetBaseCheck.to_json

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TrainTestBaseCheck.context_type