DateTrainTestLeakageOverlap

class DateTrainTestLeakageOverlap

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

Parameters

n_samplesint , default: 1_000_000

number of samples to use for this check.

random_stateint, default: 42

random seed for all check internals.

__init__(n_samples: int = 1000000, random_state: int = 42, **kwargs)

__new__(*args, **kwargs)

Methods

DateTrainTestLeakageOverlap.add_condition(...)	Add new condition function to the check.
DateTrainTestLeakageOverlap.add_condition_leakage_ratio_less_or_equal([...])	Add condition - require leakage ratio be less or equal to the threshold.
DateTrainTestLeakageOverlap.clean_conditions()	Remove all conditions from this check instance.
DateTrainTestLeakageOverlap.conditions_decision(result)	Run conditions on given result.
DateTrainTestLeakageOverlap.config([...])	Return check configuration (conditions' configuration not yet supported).
DateTrainTestLeakageOverlap.from_config(conf)	Return check object from a CheckConfig object.
DateTrainTestLeakageOverlap.from_json(conf)	Deserialize check instance from JSON string.
DateTrainTestLeakageOverlap.metadata([...])	Return check metadata.
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(...[, ...])	Run check.
DateTrainTestLeakageOverlap.run_logic(context)	Run check.
DateTrainTestLeakageOverlap.to_json([indent])	Serialize check instance to JSON string.

Examples

Date Train Test Leakage Overlap

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DateTrainTestLeakageDuplicates.to_json

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DateTrainTestLeakageOverlap.add_condition