e3d67d5e5b
ENH/DEPR add new response_method and deprecate needs_* in make_scorer ( #26840 )
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Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2023-10-17 01:48:07 +00:00
9faa522753
DOC Fixed some typos ( #27410 )
2023-09-19 12:35:02 +02:00
2f99cdaba7
API replace mean_squared_error(square=False) by root_mean_squared_error ( #26734 )
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Co-authored-by: Alejandro Martin <alejandro.martingil@tno.nl>
Co-authored-by: jeremie du boisberranger <jeremiedbb@yahoo.fr>
Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2023-09-16 14:58:37 +02:00
702316c271
ENH Array API support for PCA ( #26315 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Tim Head <betatim@gmail.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2023-07-13 16:58:06 -05:00
5d145bf760
DOC fixes intersphinx warnings ( #26779 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2023-07-10 20:25:35 +00:00
23ff51c07e
DOC a simple implementation of folding ( #26625 )
2023-06-21 14:57:59 +02:00
62671a704f
FEAT SLEP006: metadata routing infrastructure ( #24027 )
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Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Benjamin Bossan <BenjaminBossan@users.noreply.github.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Omar Salman <omar.salman@arbisoft.com>
2023-06-02 16:43:31 -04:00
b32e5c7ab3
ENH Accept 'auto' option for 'dual' parameter in LinearSVC and LinearSVR ( #26093 )
2023-05-30 16:54:24 +02:00
cb146938d8
FEA Add multiclass support to `average_precision_score` ( #24769 )
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Co-authored-by: Geoffrey <geoffrey.bolmier@gmail.com>
Co-authored-by: gbolmier <geoffrey.bolmier@volvocars.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2023-05-06 06:43:57 -04:00
31c8c75542
FIX thresholds should not exceed 1.0 with probabilities in `roc_curve` ( #26194 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
2023-05-04 18:39:03 +02:00
4af30870b0
MAINT Parameters validation for metrics.check_scoring ( #26041 )
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Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
2023-04-27 14:55:50 +00:00
6305fa4211
DOC Added redirect to Provost paper + minor refactor ( #26223 )
2023-04-19 11:05:59 -04:00
8fc372f8bc
DOC use https links when possible ( #25049 )
2022-11-28 10:24:43 +01:00
40d7d880ed
FEA add PredictionErrorDisplay ( #18020 )
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Co-authored-by: jeremie du boisberranger <jeremiedbb@yahoo.fr>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
2022-11-25 12:51:46 +01:00
b4ffba9e22
DOC fix broken citeseer links ( #24800 )
2022-11-02 22:37:28 +01:00
288399c39e
DOC FIX Consistent formulae for metrics in the user guide ( #24673 )
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Co-authored-by: Mike Altonji <mikealtonji@gmail.com>
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
2022-10-28 15:06:12 +02:00
a8f085859f
DOC Rework plot_roc.py example ( #24200 )
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Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Chiara Marmo <cmarmo@users.noreply.github.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2022-10-13 14:43:16 +02:00
e36a1b366f
DOC Fix some typos ( #24300 )
2022-08-29 12:17:46 -04:00
311cc07a03
DOC Improve general organization of text classification example ( #23796 )
2022-07-22 11:57:20 -04:00
f0853f82df
DOC Fix typos in metrics and scoring docs ( #23785 )
2022-06-29 13:56:25 +02:00
ada2f6bb20
DOC Mention factor x2 between MAE and mean pinball loss ( #23651 )
2022-06-16 21:11:37 +02:00
1650347857
DOC fix links with broken anchor ( #23611 )
2022-06-14 16:51:01 +02:00
9d4819791b
FEA Add positive and negative likelihood ratios to metrics ( #22518 )
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Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Gael Varoquaux <gael.varoquaux@normalesup.org>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2022-05-17 10:39:48 +02:00
32c53bc69c
FIX compute precision-recall at 100% recall ( #23214 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: jeremiedbb <jeremiedbb@yahoo.fr>
2022-05-02 14:11:58 +02:00
8d295fbdc7
DOC Small fixes in Tweedie deviances documentation ( #22952 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2022-04-23 16:51:54 -04:00
e59cc467c5
DOC Improve symbol convention in `model_evaluation.rst` ( #23201 )
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Co-authored-by: Shao Yang Hong <hongsy2006@gmail.com>
2022-04-23 16:18:25 -04:00
71d1e84955
DOC Adds missing B to the denominator in model_evaluation ( #23202 )
2022-04-23 15:33:12 -04:00
3082d95704
DOC Fixes confusing notation for y and y_pred ( #23193 )
2022-04-23 11:15:47 +02:00
aeeac1c1d6
ENH add D2 pinbal score and D2 absolute error score ( #22118 )
2022-04-10 19:19:52 +02:00
ee5a1b69d1
DOC, MNT Typos found by codespell ( #22906 )
2022-03-20 19:16:39 +01:00
7dc97a378e
API get_scorer returns a copy and introduce get_scorer_names ( #22866 )
2022-03-20 07:30:21 +11:00
1a1c73da4a
DOC: Fix latex \max and not max in model selection ( #22858 )
2022-03-16 10:28:10 +01:00
3f7f71417b
DOC: put more emphasis on r2_score ( #22491 )
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Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
2022-02-15 19:09:42 +01:00
77bc7f921c
DOC Fix expired links to some references ( #22373 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: hmasdev <hmasdev@gmail.com>
2022-02-05 10:58:30 -05:00
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
cb98be0239
ENH add force_finite to control the behaviour of constant target in explained variance and R2 ( #17266 )
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* Improved R2 score implementation and documentation by making it more clear that the default behaviour contains a fix to transform `NaN` and `-Inf` scores obtained when `y_true` is constant, to 1.0 and 0.0 respectively. Fixes #16857
Co-authored-by: Sylvain MARIE <sylvain.marie@se.com>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
Co-authored-by: Christian Lorentzen <lorentzen.ch@gmail.com>
2022-01-05 14:16:14 +01:00
337e0d234b
DOC Use :doi: and :arxiv: directives for references ( #21099 )
2021-10-20 13:53:25 -04:00
2b7564c155
DOC fix typo in DET curve description ( #21089 )
2021-09-20 23:01:29 +02:00
f71c031314
DOC Typos found by codespell ( #21069 )
2021-09-17 19:04:54 +02:00
9061ff9e58
FEA add d2_tweedie_score ( #17036 )
2021-09-04 23:17:03 +02:00
d4da690822
API add from_estimator and from_preditions to PrecisionRecallDisplay ( #20552 )
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Co-authored-by: Roman Yurchak <rth.yurchak@gmail.com>
2021-08-31 10:51:32 +02:00
4b0d291fb3
DOC fix hyperlink for permutation test example ( #20697 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
2021-08-07 16:39:46 -04:00
cea784e75e
DOC Update broken Davis2006 reference link in Model Evaluation User Guide ( #20339 )
2021-06-24 13:44:40 +02:00
ef71c8597e
MNT Clean deprecations for 1.0 | trees ( #19336 )
2021-06-15 18:18:47 +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
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
8c6a045e46
ENH/DEP add class method and deprecate plot function for confusion matrix ( #18543 )
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Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
2021-01-22 19:57:41 +01:00
d304331b45
DOC fix multiclass AUC formulas in user guide ( #18559 )
2020-12-16 17:35:19 +01:00
662cc647d9
FEA Add Rand Index and pair confusion matrix ( #17412 )
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Co-authored-by: Chiara Marmo <cmarmo@users.noreply.github.com>
2020-10-28 14:28:11 +01:00
5654da026b
FEA Top k accuracy metric ( #16625 )
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Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
Co-authored-by: Jeremiah Johnson <jwjohnson314@gmail.com>
Co-authored-by: Roman Yurchak <rth.yurchak@gmail.com>
2020-10-16 16:51:41 +02:00
Guillaume Lemaitre