NewLabelTrainTest

class NewLabelTrainTest

Find new labels in test.

__init__(**kwargs)

__new__(*args, **kwargs)

Methods

NewLabelTrainTest.add_condition(name, ...)	Add new condition function to the check.
NewLabelTrainTest.add_condition_new_label_ratio_less_or_equal([...])	Add condition - require label column's ratio of new label samples to be less or equal to the threshold.
NewLabelTrainTest.add_condition_new_labels_number_less_or_equal([...])	Add condition - require label column's number of different new labels to be less or equal to the threshold.
NewLabelTrainTest.clean_conditions()	Remove all conditions from this check instance.
NewLabelTrainTest.conditions_decision(result)	Run conditions on given result.
NewLabelTrainTest.config()	Return check configuration (conditions' configuration not yet supported).
NewLabelTrainTest.from_config(conf)	Return check object from a CheckConfig object.
NewLabelTrainTest.metadata([with_doc_link])	Return check metadata.
NewLabelTrainTest.name()	Name of class in split camel case.
NewLabelTrainTest.params([show_defaults])	Return parameters to show when printing the check.
NewLabelTrainTest.reduce_output(check_result)	Reduce check result value.
NewLabelTrainTest.remove_condition(index)	Remove given condition by index.
NewLabelTrainTest.run(train_dataset, ...[, ...])	Run check.
NewLabelTrainTest.run_logic(context)	Run check.

Examples

New Label

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IndexTrainTestLeakage.run_logic

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NewLabelTrainTest.add_condition