Branch: refs/heads/main
  Home:   https://github.com/scikit-learn/scikit-learn
  Commit: 92137213f6acd4414957fa72543f61a2d5714c9a
      
https://github.com/scikit-learn/scikit-learn/commit/92137213f6acd4414957fa72543f61a2d5714c9a
  Author: Arthur Lacote <[email protected]>
  Date:   2026-06-11 (Thu, 11 Jun 2026)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.ensemble/32911.efficiency.rst
    M sklearn/ensemble/_gb.py
    M sklearn/ensemble/tests/test_gradient_boosting.py

  Log Message:
  -----------
  PERF: `GradientBoosting*` optimize line-search from O(n * n_leaves) to O(n) 
for classification losses (#32911)

Co-authored-by: Omar Salman <[email protected]>



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