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ibayer avatar ibayer commented on August 17, 2024

It is perfectly reasonable to me that the number of columns in X_test could be less than or equal to the number of columns in X_train.

While it's reasonable it looks still like an edge case to me. Failing this assert is a strong indication of a bug in the feature engineering code.

I would suggest to at least issue a warning if the zero-padding is done automatically.
Thoughts?

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Hydrotoast avatar Hydrotoast commented on August 17, 2024

I think that a warning is better than assert too.

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