7f1c6c367d
DOC improve phrasing precision recall ( #22924 )
2022-03-23 12:01:18 +01:00
6eb25ca8db
DOC fix numpydoc errors in classification_report ( #22803 )
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* fix classification_report errors in NumpyDoc
* DOC fix numpydoc errors in classification_report
Co-authored-by: Weijia DU <weijia@Weijias-2.local>
2022-03-13 10:37:13 +01:00
7645845e76
DOC Ensures that function passes numpydoc validation: f1_score ( #22358 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2022-03-09 16:42:23 +01:00
4a52eb6de9
DOC Use :doi: and :arxiv: directives for references ( #22603 )
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Co-authored-by: Chiara Marmo <cmarmo@users.noreply.github.com>
Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
2022-03-02 15:15:44 +01:00
73e605a1c2
DOC Ensures that precision_recall_fscore_support passes numpydoc validation ( #22472 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2022-02-16 11:10:18 +01:00
1fc86b6aac
MNT Update black to stable version ( #22474 )
2022-02-15 11:36:26 +01:00
08e0216784
DOC Updated documentation to show jaccard score usage for image comparison ( #21978 )
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* FIX Updated jaccard score documentation
Docs now show 2D jaccard score usage for image comparison
* Updated jaccard_score docs to use micro avg in 2d comparison
2022-01-21 18:51:08 +01:00
bcdbf7d303
DOC Ensures that balanced_accuracy_score passes numpydoc validation ( #21478 )
2021-11-07 08:51:33 +01:00
0003edf9b3
DOC Ensures that recall_score passes numpydoc validation ( #21495 )
2021-11-05 16:02:41 +01:00
2571cb2989
Improve validation messages with infinite data ( #21219 )
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* Improve validation messages with infinite data
* Extend and fix validation tests
* Test and fix extended error message
* data_name => input_name
* Mention estimators that natively support missing values
* More informative error message
* cosmetic
* typo
* Fix broken tests
* Fix test_knn
* Add changelog entry
* Fix broken test for param search models
* Missing input names
* Allow Y and y in estimator checks
* Add missing input names
* Fix input_name for FunctionTransformer
* More missing input names
* Update test
* More test fixes on scores
* Simplify message to avoid to make generic fallback meaningful
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
* More informative estimator checks failure messages
* Make sure the estimator name is passed correctly in _validate_data
* Simplify calls to _validate_data
* Handle estimator name in private _check_y helper
* More specific error message
* Add estimator to check_X_params and check_y_params
* Add .. versionadded flags in public docstrings
* Update changelog
* Improve _validate_data's docstring
* Typo in doc/whats_new/v1.1.rst
* Make _check_estimator_name return None if estimator == None
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
* check_params dict updates with style
* Increase test coverage
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2021-10-29 15:59:57 +02:00
d156766f4a
DOC Ensures that precision_score passes numpydoc validation ( #21479 )
2021-10-29 15:49:04 +02:00
f1bf92238d
DOC Ensures that confusion_matrix passes numpydoc validation ( #21496 )
2021-10-29 15:42:35 +02:00
ae69f9de3e
DOC Ensures that zero_one_loss passes numpydoc validation ( #21450 )
2021-10-25 10:47:21 +02:00
66df3ac193
DOC Ensures that sklearn.metrics._classification.hamming_loss passes numpydoc validation ( #21449 )
2021-10-25 10:46:49 +02:00
9eb6f11053
DOC Ensures that sklearn.metrics._classification.accuracy_score passes numpydoc validation ( #21441 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-10-25 10:17:43 +02:00
e34b64c7ac
DOC improve wording of the F1 score as a harmonic mean ( #21390 )
2021-10-21 14:05:35 -07:00
10a5468e90
DOC Remove some str/unicode leftovers from Python 2 ( #21270 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2021-10-08 13:55:15 +02:00
f71c031314
DOC Typos found by codespell ( #21069 )
2021-09-17 19:04:54 +02:00
ea787bf44f
DOC fix typos in metrics/_classification.py ( #20944 )
2021-09-06 11:25:55 +02:00
986d8f2524
DOC Removed duplicate word "and" in metrics/_classification.py ( #20873 )
2021-08-28 10:27:06 -04:00
f3067cb620
DOC Change f_score to f1_score ( #20708 )
2021-08-08 09:33:54 -04:00
cdc486a91a
DOC fix note in accuracy docstring regading relation with jaccard score ( #19347 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-08-04 23:10:22 +02:00
772ffd94bc
DOC add cross-reference in multilabel_confusion_matrix
2021-07-29 17:58:26 +02:00
39f37bb63d
DOC make docstring consistent regarding None in metrics ( #19718 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-07-27 14:05:47 +02:00
c2091a20f5
DOC Add multilabel example for precision, recall and F1 ( #19591 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2021-07-27 13:49:30 +02:00
a5a9d1776e
DOC add that recall with weighted average is equal to accuracy ( #20076 )
2021-07-23 11:31:48 +02:00
3ae7c76153
STY Enables black with experimental_string_processing=true ( #20412 )
2021-06-29 09:47:04 +02:00
82df48934e
MNT Applies black formatting to most of the code base ( #18948 )
2021-06-17 14:21:09 -04:00
64bafa313e
FIX mcc zero divsion ( #19977 )
2021-06-03 12:15:30 +02:00
f6e6ad2d9e
MNT clean futurewarning for 1.0 | _deprecate_positional_args ( #20002 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2021-05-14 11:30:27 -04:00
f4e692c087
ENH Raises error in hinge_loss when 'pred_decision' is invalid ( #19643 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2021-03-12 18:45:00 -05:00
598045569c
ENH Speedup confusion_matrix ( #9843 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2021-03-11 10:25:13 -05:00
462694a1e2
DOC Balanced accuracy score adjusted doc fix ( #19309 )
2021-02-01 21:01:41 +01:00
5ef9fa443f
DOC replace plot_confusion_matrix in See Also section ( #19277 )
2021-01-26 10:27:41 +01:00
c9677d6a7d
DOC Typo addressed in confusion_matrix docstring ( #18979 )
2020-12-10 10:19:03 -05:00
96b86b619f
MNT make error message consistent in brier_score_loss ( #18183 )
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* MNT make error message consistent in brier_score_loss
* iter
* TST change error matching
* PEP8
* TST check consistent error message
* STY
* Apply suggestions from code review
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
* iter
* cleaner
* iter
* iter
* iter
* rename function with better name
* iter
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2020-09-29 17:30:06 -04:00
647fcb1ac1
DOC Fix A to uppercase in See Also docstring section ( #18332 )
2020-09-04 10:35:01 -04:00
9b1f746ca4
DOC add display in See Also for plotting functions and additional docstring fixes ( #18314 )
2020-09-03 16:08:23 +02:00
a54cb47c74
FIX improve error message with string-encoded target in metrics ( #18192 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2020-09-02 13:01:13 -04:00
b229a66306
FIX fix hinge_loss when labels are provided and not inferred from y_true ( #17935 )
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Co-authored-by: Ultramann <cgoltermann@kpmg.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2020-08-24 09:16:05 +02:00
2ab500255d
ENH added zero_division param to jaccard metric ( #17866 )
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Co-authored-by: Joseph Willard <joseph@sirbotsy.sirbotsy>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2020-08-21 20:44:06 +02:00
7669c2bfd6
DOC correct formatting of multilabel confusion matrix ( #18193 )
2020-08-19 20:37:45 +10:00
e0abd262ea
DOC improve model evaluation a bit ( #18166 )
2020-08-17 07:55:57 -04:00
854f649307
DOC Expand Brier score, fix docstring ( #18051 )
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* fix brier
* fix brier
* add ref
* add ref for lint
* Add link to PDF for calibration book chapter.
* Fix broken repeated ref by using qualified identifier
* Fix indentation
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2020-08-13 19:25:01 -04:00
d5caba0abc
DOC Use math notation in log_loss metric ( #18049 )
2020-08-01 10:05:42 +02:00
73caba5dab
Fix #16998 classification_report with output_dict=True should not raise AttributeError ( #17777 )
2020-07-29 07:36:56 +10:00
93f0216c24
DOC minor update to classification_report docstring ( #16899 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Andreas Mueller <t3kcit@gmail.com>
2020-07-09 11:37:56 +02:00
7cc0177f8e
MNT Replaces numpy alias with builtin typse ( #17687 )
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* MNT Replaces numpy alias with builtin typse
* STY Lint error
2020-06-24 16:51:51 +02:00
6c384a6403
DOC Add "see also" links to and from new plotting functions ( #17615 )
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* add See Also links to and from plot_precision_recall_curve
* add See Also links to and from plot_confusion_matrix
2020-06-16 21:46:20 -04:00
3a4ef05185
DOC update default docstrings in metrics module to follow guideline ( #17517 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
2020-06-15 15:31:29 +02:00
Ming-Yang Ho