8000 FEA Add metadata routing through predict methods of BaggingClassifier and BaggingRegressor by StefanieSenger · Pull Request #30833 · scikit-learn/scikit-learn · GitHub
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FEA Add metadata routing through predict methods of BaggingClassifier and BaggingRegressor #30833

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Merged
merged 13 commits into from
Mar 18, 2025
Merged

FEA Add metadata routing through predict methods of BaggingClassifier and BaggingRegressor #30833

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c90f6c1
route metadata trough BaggingClassifier.predict
StefanieSenger Feb 14, 2025
0d70c22
add metadata routing for BaggingRegressor.predict
StefanieSenger Feb 15, 2025
9ee6e12
fix routing via predict_proba and add routing via predict_log_proba a…
StefanieSenger Feb 15, 2025
ed74c97
add comment on building router based on conditions
StefanieSenger Feb 17, 2025
e08007c
clearer comment
StefanieSenger Feb 17, 2025
d06ec19
Update sklearn/ensemble/_bagging.py
StefanieSenger Feb 17, 2025
c4ca1c6
change param name and add comment on routing order on prediction methods
StefanieSenger Feb 18, 2025
7e5c22c
add routing distinction on whether predict_log_proba present and test
StefanieSenger Feb 18, 2025
331231e
apply suggestions from code review
StefanieSenger Feb 20, 2025
d70e885
fix test for dynamically called sub-estimator methods
StefanieSenger Mar 14, 2025
1e51649
Merge branch 'main' into metadata_routing_bagging
StefanieSenger Mar 14, 2025
a3acb0c
fix routing for dynamic method selection
StefanieSenger Mar 14, 2025
f235bcd
_raise_for_params first
StefanieSenger Mar 14, 2025
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4 changes: 4 additions & 0 deletions doc/whats_new/upcoming_changes/metadata-routing/30833.feature.rst
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- :class:`ensemble.BaggingClassifier` and :class:`ensemble.BaggingRegressor` now support
metadata routing through their `predict`, `predict_proba`, `predict_log_proba` and
`decision_function` methods and pass `**params` to the underlying estimators.
By :user:`Stefanie Senger <StefanieSenger>`.
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