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Woodwork only allows mutual information on numeric, categorical, boolean, and datetime features so if the TargetLeakageDataCheck were preserving the typing information set by the user, the mutual information for column A should not be calculated!
The issue is that in the TargetLeakageDataCheck, we create a dataframe without going through the ww accessor, so this wipes the logical types by mistake.
The text was updated successfully, but these errors were encountered:
Repro
Woodwork only allows mutual information on numeric, categorical, boolean, and datetime features so if the
TargetLeakageDataCheck
were preserving the typing information set by the user, the mutual information for column A should not be calculated!The issue is that in the
TargetLeakageDataCheck
, we create a dataframe without going through the ww accessor, so this wipes the logical types by mistake.The text was updated successfully, but these errors were encountered: