Comments (1)
parthpankajtiwary
commented on July 16, 2024
@amueller I have been able to reproduce the issue. The current implementation of clean does not seem to drop the rows where the target column is NaN. I see two potential solutions in this case:
-
Raise an error - update the
cleanfunction to identify a regression task and clean according to the target variable. I have not contemplated a working logic yet. -
Update the
cleanfunction to identify a regression task and automatically invoke it within theSimpleRegressor. We will need to make the details explicit in the documentation.
Let me know what you think and if you see any potential drawbacks. I will take it up over the weekend.
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