DateTrainTestLeakageDuplicates

class DateTrainTestLeakageDuplicates

Check if test dates are present in train data.

Parameters

n_to_showint , default: 5

Number of common dates to show.

n_samplesint , default: 10_000_000

number of samples to use for this check.

random_stateint, default: 42

random seed for all check internals.

__init__(n_to_show: int = 5, n_samples: int = 10000000, random_state: int = 42, **kwargs)

__new__(*args, **kwargs)

Methods

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

Examples

Date Train Test Leakage Duplicates

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DatasetsSizeComparison.to_json

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DateTrainTestLeakageDuplicates.add_condition