fix _preprocess_data to align with sklearn refactor #638
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Making changes to some preprocessing in our sklearn extensions to align with sklearn refactoring. These are necessary changes to align with sklearn 1.1+.
Relevant sklearn changes here: scikit-learn/scikit-learn#22762