IdentifierLeakage#
- class IdentifierLeakage[source]#
Check if identifiers (Index/Date) can be used to predict the label.
- Parameters
- ppscore_paramsany , default: None
dictionary containing params to pass to ppscore predictor
- __new__(*args, **kwargs)#
Methods
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Add new condition function to the check. |
Add condition - require columns not to have a greater pps than given max. |
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Remove all conditions from this check instance. |
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Run conditions on given result. |
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Finalize the check result by adding the check instance and processing the conditions. |
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Return check metadata. |
Name of class in split camel case. |
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Return parameters to show when printing the check. |
Remove given condition by index. |
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Run check. |
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Run check. |