Branch: refs/heads/main
  Home:   https://github.com/scikit-learn/scikit-learn
  Commit: 78d18857e4cfb0ec790a36ae276606725af0bb0c
      
https://github.com/scikit-learn/scikit-learn/commit/78d18857e4cfb0ec790a36ae276606725af0bb0c
  Author: Lucy Liu <[email protected]>
  Date:   2026-05-01 (Fri, 01 May 2026)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.metrics/33086.fix.rst
    A doc/whats_new/upcoming_changes/sklearn.utils/33086.api.rst
    M sklearn/metrics/_classification.py
    M sklearn/metrics/tests/test_classification.py
    M sklearn/metrics/tests/test_common.py
    M sklearn/utils/_array_api.py
    M sklearn/utils/multiclass.py
    M sklearn/utils/tests/test_multiclass.py

  Log Message:
  -----------
  FIX Improve checking for string and multilabel inputs for classification 
metrics (#33086)



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