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ENH Raise NotFittedError in get_feature_names_out for Stacking and Voting - Classifier and Regressor #25324

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Merged
merged 5 commits into from
Jan 17, 2023
Merged

ENH Raise NotFittedError in get_feature_names_out for Stacking and Voting - Classifier and Regressor #25324

merged 5 commits into from
Jan 17, 2023

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rprkh
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@rprkh rprkh commented Jan 7, 2023 •
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Reference Issues/PRs

Towards #24916

What does this implement/fix? Explain your changes.

  • Included check_is_fitted in get_feature_names_out for _BaseStacking which is inherited by both stacking classifier and stacking regressor
  • Included check_is_fitted for VotingClassifer and VotingRegressor as _BaseVoting does not have any function get_feature_names_out

Any other comments?

Test passes pytest -vsl sklearn/tests/test_common.py -k estimators_get_feature_names_out_error

@jpangas jpangas mentioned this pull request Jan 9, 2023
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@glemaitre glemaitre self-requested a review January 14, 2023 14:16
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glemaitre approved these changes Jan 14, 2023
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Otherwise LGTM.

doc/whats_new/v1.3.rst Outdated
Comment on lines 53 to 54
- :class:`ensemble.StackingClassifier`
- :class:`ensemble.StackingRegressor`
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Can you put these entries in alphabetric order?

@rprkh rprkh mentioned this pull request Jan 14, 2023
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@rprkh rprkh changed the title ENH Raise NotFittedError in get_feature_names_out for Stacking Classifier and Stacking Regressor ENH Raise NotFittedError in get_feature_names_out for Stacking and Voting - Classifier and Regressor Jan 14, 2023
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rprkh commented Jan 14, 2023

Hey @glemaitre based on #24916 (comment) I extended this PR to include VotingClassifier and VotingRegressor so that it is easier to review.

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Still LGTM.

@betatim betatim added the Quick Review For PRs that are quick to review label Jan 16, 2023
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LGTM.

@jjerphan jjerphan merged commit 2e63d2e into scikit-learn:main Jan 17, 2023
@rprkh rprkh deleted the enh_not_fitted branch January 17, 2023 09:17
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@glemaitre glemaitre glemaitre approved these changes

@betatim betatim betatim approved these changes

@jjerphan jjerphan jjerphan approved these changes

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