IndexTrainTestLeakage

class IndexTrainTestLeakage

Check if test indexes are present in train data.

Parameters

n_index_to_showint , default: 5

Number of common indexes to show.

__init__(n_index_to_show: int = 5, **kwargs)

__new__(*args, **kwargs)

Methods

IndexTrainTestLeakage.add_condition(name, ...)	Add new condition function to the check.
IndexTrainTestLeakage.add_condition_ratio_not_greater_than([...])	Add condition - require index leakage ratio to not surpass max_ratio.
IndexTrainTestLeakage.clean_conditions()	Remove all conditions from this check instance.
IndexTrainTestLeakage.conditions_decision(result)	Run conditions on given result.
IndexTrainTestLeakage.finalize_check_result(...)	Finalize the check result by adding the check instance and processing the conditions.
IndexTrainTestLeakage.metadata([with_doc_link])	Return check metadata.
IndexTrainTestLeakage.name()	Name of class in split camel case.
IndexTrainTestLeakage.params([show_defaults])	Return parameters to show when printing the check.
IndexTrainTestLeakage.remove_condition(index)	Remove given condition by index.
IndexTrainTestLeakage.run(train_dataset, ...)	Run check.
IndexTrainTestLeakage.run_logic(context)	Run check.

previous

SingleFeatureContributionTrainTest.run_logic

next

IndexTrainTestLeakage.add_condition