It has come to our attention in #10274 <https://github.com/scikit-learn/scikit-learn/issues/10274> that we accidentally changed shuffled StratifiedKFold behaviour in the 0.19.0 release from what had come before. That is, for the same random state, you will get a different cross-validation data partition.
This change (merged in #7823) <https://github.com/scikit-learn/scikit-learn/pull/7823>was not documented in 0.19 release notes. We will update the online docs to mention it. The change provided negligible benefit for users. The change shouldn't have happened, but we likely won't revert it unless the community has a strongly divergent opinion. Cheers, Joel and Andy
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