DominantFrequencyChange.run

DominantFrequencyChange.run(train_dataset: Union[Dataset, pandas.core.frame.DataFrame], test_dataset: Union[Dataset, pandas.core.frame.DataFrame], model=None) → CheckResult[source]

Run check.

Parameters

  • train_dataset (Union[Dataset, pandas.DataFrame]) – The training dataset object. Must contain an index.

  • test_dataset (Union[Dataset, pandas.DataFrame]) – The test dataset object. Must contain an index.

Returns

Detects values highly represented in the tested and reference data and checks if their.. relative and absolute percentage have increased significantly and makes a report.

Return type

CheckResult

Raises

DeepchecksValueError – If the object is not a Dataset or DataFrame instance

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