d400723a21
FEA Add DecisionBoundaryDisplay ( #16061 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
2022-03-29 16:36:31 +02:00
bb5ab53f94
API Config: change default display to "diagram" ( #22856 )
2022-03-21 15:43:07 +01:00
ee5a1b69d1
DOC, MNT Typos found by codespell ( #22906 )
2022-03-20 19:16:39 +01:00
142e388fa0
DOC Clarify the LS term in example ( #22156 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
2022-03-16 18:19:00 +01:00
1fc86b6aac
MNT Update black to stable version ( #22474 )
2022-02-15 11:36:26 +01:00
cc534f89c5
[DOC] Speed up `plot_gradient_boosting_quantile.py` example ( #21666 )
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Co-authored-by: Maren Westermann <maren.westermann@free-now.com>
Co-authored-by: Tom Dupré la Tour <tom.dupre-la-tour@m4x.org>
2021-12-03 00:23:42 +01:00
f3b36e830b
EXA Update OpenML dataset in plot_gradient_boosting_categorical ( #21789 )
2021-11-29 07:57:52 -05:00
f19bf4c406
DOC accelerate plot_gradient_boosting_regularization.py example #21598 ( #21611 )
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* accelerate plot_gradient_boosting_regularization.py example #21598
* speed up by less samples and less trees
* use train_test_split instead of slicing
2021-11-29 13:44:51 +01:00
832513a7fb
MNT accelerate plot_gradient_boosting_early_stopping.py example ( #21609 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2021-11-27 18:51:02 -05:00
17345f9d97
MNT Adjust n_jobs=2 for examples and tests ( #21780 )
2021-11-25 10:49:26 +01:00
c9e5067cb1
DOC speed up plot_ensemble_oob.py ( #21730 )
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* After 125, more estimators does not help the model and it improves runtime by almost 50%
* accelerate plot_ensemble_oob.py changed max_estimator to 150 with step=5
2021-11-24 14:14:28 +01:00
6a693ac4fb
DOC Speed up example on plot_gradient_boosting_categorical.py ( #21634 )
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* sped up the example by reducing the number of columns and the number of iterators, along with code changes
* removed warning filter as it breaks the CI
* change in a comment
Co-authored-by: Tom Dupré la Tour <tom.dupre-la-tour@m4x.org>
* fixed typo
* made code more robust as per PR comment
* applied black
* applied black
Co-authored-by: Tom Dupré la Tour <tom.dupre-la-tour@m4x.org>
2021-11-24 14:12:23 +01:00
90a202d631
ENH Improve speed plot_adaboost_multiclass.py ( #21651 )
2021-11-16 09:16:58 -08:00
d4d5f8c7e0
MAINT consistent use of `print(__doc__)` in examples ( #21307 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-10-22 15:33:22 +02:00
2ad5f152e8
DOC highlight source of biases feature importances ( #21384 )
2021-10-21 13:52:25 +02:00
70a185ae59
MAINT Enable and run black on examples ( #20502 )
2021-10-07 10:13:00 +02:00
f71c031314
DOC Typos found by codespell ( #21069 )
2021-09-17 19:04:54 +02:00
057b82ed18
API Deprecates plot_partial_dependence ( #20959 )
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* API Deprecates plot_partial_dependence
* DOC Adds whats new
* DOC Fixes doc build errors
* CLN Removes feature warning
* CLN Address comments
* DOC Fix docstrings
* TST Skip future warning tests
* DOC Adjust docstrings
* REV Reduce diff
* DOC Adds docstring
2021-09-09 14:25:59 +02:00
f46190846c
API add from_estimator and from_predictions to RocCurveDisplay ( #20569 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2021-09-03 17:19:46 +02:00
81dde3a6e5
STY Ensures that "flake8 ." works ( #20298 )
2021-06-18 15:46:40 +02:00
deda6e2a5a
EXA improve example of forest feature importances digits ( #19429 )
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Co-authored-by: Alihan Zihna <a.zihna@ckhgbdp.onmicrosoft.com>
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
2021-05-28 16:31:18 -04:00
309f135c32
MNT Remove HistGradientBoosting from experimental ( #19799 )
2021-04-02 16:40:20 +02:00
b9d6db81ec
[MRG] ENH Consistent loss name for squared error ( #19310 )
2021-03-19 15:21:34 +01:00
6a6217f15f
ENH Add mean_pinball_loss metric for quantile regression ( #19415 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
2021-02-18 19:43:40 +01:00
920f2257bb
EXA improve example of forest feature importances ( #19377 )
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Co-authored-by: Alihan Zihna <a.zihna@ckhgbdp.onmicrosoft.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-02-08 11:22:41 +01:00
94b81ab2e7
DOC use diagram and simplify pipeline in stacking example ( #18830 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Roman Yurchak <rth.yurchak@gmail.com>
2021-02-01 23:03:46 +01:00
69d6378666
EXA use pipeline in feature engineering example with RF,RT,GBDT ( #18835 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2021-02-01 21:24:22 +01:00
b4453f126f
ENH Add Categorical support for HistGradientBoosting ( #18394 )
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Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Olivier Grisel <olivier.grisel@gmail.com>
2020-11-16 23:10:12 +01:00
60945b49a5
FIX solved legend issue in PDP ( #18713 )
2020-11-01 19:27:45 +01:00
2f6e22b398
DOC make warning more obvious in example regarding feature importance ( #18024 )
2020-07-30 13:19:06 +02:00
00bc681e10
DOC shorten class links in docstring using tilde ( #17470 )
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* added tilde to bunch of files
* Updated _kde.py
Changed array_like to array-like
* Updated _kde.py
Removed space
* updated _kde.py
Added full stop
* PEP8
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2020-06-16 10:44:13 +02:00
94f2e9c5d8
DOC simpler block delimitation in sphinx-gallery examples ( #17068 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2020-06-08 23:23:14 -04:00
a2d361bf40
DOC Fix wording, typo in plot_voting_regressor.py ( #16895 )
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* wording, typo
* add suggestions
* add n est
* remove n est
2020-04-14 11:27:00 +02:00
8122e77bee
DOC Fix typos, wording in plot_gradient_boosting_regression.py ( #16894 )
2020-04-11 13:15:23 -04:00
c84ad60c8c
DOC Fix Confidence Interval Again ( #16809 )
2020-03-31 19:27:40 -07:00
36ebf3e371
[MRG] Monotonic constraints for GBDT ( #15582 )
2020-03-24 20:27:00 +01:00
104b736d44
DOC add permutation importance to GradientBoostingRegressor ( #16742 )
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* add permutation importance to gbr
* format document
* separate deviance from feature importance during plotting
* add some analysis
* Update examples/ensemble/plot_gradient_boosting_regression.py
Co-Authored-By: Adrin Jalali <adrin.jalali@gmail.com>
Co-authored-by: Katrina Ni <kani@tableau.com>
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
2020-03-24 10:45:58 +01:00
b65c53d292
DOC plot gradient boosting regression changed to diabetes dataset ( #16400 )
2020-03-19 09:27:10 +01:00
48738f7adf
in plot_stack_predictors exchanged boston dataset for Ames housing dataset ( #16345 )
2020-03-03 15:33:57 +01:00
3e92edbab8
DOC plot voting regression now uses diabetes dataset ( #16387 )
2020-02-18 15:46:23 -05:00
54c3a1fbe7
DOC More explicit warnings about impurity based feat. imp. ( #16382 )
2020-02-05 15:20:20 +01:00
4a187968ff
DOC Clarify that feature_importance_ are impurity based ( #16237 )
2020-02-01 13:18:11 +01:00
2fdfd9e96d
DOC fix elapsed time in StackingRegressor example ( #15607 )
2019-11-12 07:59:57 +01:00
bab5926024
FEA: Stacking estimator for classification and regression ( #11047 )
2019-09-19 06:06:33 +10:00
14f5302b70
DOC Link items explictly ( #14817 )
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* DOC Link items explictly
* STY
* DOC Link another
2019-09-05 11:37:05 +02:00
01d8e70af0
MNT Use return_X_y=True with load_boston where appropriate ( #14678 )
2019-08-20 10:08:23 +08:00
0307afa179
DOC VotingClassifier example weights incorrect ( #14561 )
2019-08-14 17:12:06 -04:00
f8e4cc495a
ENH Add return_X_y to 20_newsgroups and olivetti_faces ( #14259 )
2019-07-20 10:30:09 +08:00
59612a22b3
DOC Fixed Future Warnings by explicitly defining n_estimators = 100 in for the Regressor. ( #14159 )
2019-06-22 18:03:37 -04:00
9ee164baa3
[MRG] DEP remove legacy mode from OneHotEncoder ( #13855 )
2019-05-29 21:03:29 +10:00
Thomas J. Fan