FEA Store the GradientBoostingClassifier/ GradientBoostingRegressor OOB Scores as the oob_score(s)_ fitted attributes
#24882
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@ogrisel Would please kindly review this PR? |
GradientBoostingClassifierGradientBoostingClassifier
GradientBoostingClassifierGradientBoostingClassifier OOB Scores as the oob_score(s)_ fitted attributes
jjerphan
reviewed
Dec 2, 2022
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
betatim
reviewed
Jan 11, 2023
betatim
reviewed
Jan 11, 2023
betatim
reviewed
Jan 11, 2023
glemaitre
reviewed
Jan 11, 2023
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
GradientBoostingClassifier OOB Scores as the oob_score(s)_ fitted attributesGradientBoostingClassifier/ GradientBoostingRegressor OOB Scores as the oob_score(s)_ fitted attributes
glemaitre
reviewed
Jan 11, 2023
|
Letting @glemaitre merge once this LGTH. |
betatim
approved these changes
Jan 12, 2023
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Merging Thanks @awinml |
glemaitre
added a commit
to glemaitre/scikit-learn
that referenced
this pull request
Jan 12, 2023
…ed attributes (scikit-learn#24882) Co-authored-by: Julien Jerphanion <git@jjerphan.xyz> Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
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Reference Issues/PRs
Fixes #23400
GradientBoostingClassifierandGradientBoostingRegressornow exposes out-of-bag scores via theoob_scores_oroob_score_attributes.What does this implement/fix? Explain your changes.
Added
oob_scores_andoob_score_attributes to Gradient Boosting Estimators to store the Out Of Bag loss.oob_scores_contains the full history of loss values.oob_score_stores the last element of oob_scores_ for easy access.