DateTrainTestLeakageDuplicates

class DateTrainTestLeakageDuplicates

Check if test dates are present in train data.

Parameters

n_to_showint , default: 5

Number of common dates to show.

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

__new__(*args, **kwargs)

Methods

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

Examples

Date Train Validation Leakage Duplicates

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DatasetsSizeComparison.run_logic

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DateTrainTestLeakageDuplicates.add_condition