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maybe it would make sense to ask scikit-learn to add an option to let the default preprocessor do this imputation. In the meanwhile I would suggest we do it in skrub to avoid modifying X in place
The text was updated successfully, but these errors were encountered:
Nulls are replaced by empty strings in the original array:
As the inputs are strings that need to be processed anyway, it is easy to avoid this in-place modification without making an extra copy of the input.
For example we can change the preprocessor of the Count or Hashing Vectorizer
maybe it would make sense to ask scikit-learn to add an option to let the default preprocessor do this imputation. In the meanwhile I would suggest we do it in skrub to avoid modifying X in place
The text was updated successfully, but these errors were encountered: