DateTrainTestLeakageOverlap

class DateTrainTestLeakageOverlap

Check test data that is dated earlier than latest date in train.

__init__()

__new__(*args, **kwargs)

Methods

DateTrainTestLeakageOverlap.add_condition(...)	Add new condition function to the check.
DateTrainTestLeakageOverlap.add_condition_leakage_ratio_not_greater_than([...])	Add condition - require leakage ratio to not surpass max_ratio.
DateTrainTestLeakageOverlap.clean_conditions()	Remove all conditions from this check instance.
DateTrainTestLeakageOverlap.conditions_decision(result)	Run conditions on given result.
DateTrainTestLeakageOverlap.name()	Name of class in split camel case.
DateTrainTestLeakageOverlap.params([...])	Return parameters to show when printing the check.
DateTrainTestLeakageOverlap.remove_condition(index)	Remove given condition by index.
DateTrainTestLeakageOverlap.run(...[, model])	Run check.
DateTrainTestLeakageOverlap.run_logic(context)	Run check.

Example

DateTrainTestLeakageOverlap Example Notebook

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DateTrainTestLeakageDuplicates.run_logic

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DateTrainTestLeakageOverlap.add_condition