@@ -31,14 +31,16 @@ Changelog
3131
3232- |Fix | Fixed a bug in :class: `cluster.KMeans ` where computation was single
3333 threaded when `n_jobs > 1 ` or `n_jobs = -1 `.
34- :issue: ` 12949 ` by :user: `Prabakaran Kumaresshan <nixphix> `.
34+ :pr: ` 12955 ` by :user: `Prabakaran Kumaresshan <nixphix> `.
3535
36- :mod: `sklearn.inspection `
36+ :mod: `sklearn.compose `
3737.....................
3838
39- - |Fix | Fixed a bug in :func: `inspection.plot_partial_dependence ` where
40- ``target `` parameter was not being taken into account for multiclass problems.
41- :pr: `14393 ` by :user: `Guillem G. Subies <guillemgsubies> `.
39+ - |Fix | Fixed an issue in :class: `compose.ColumnTransformer ` where using
40+ DataFrames whose column order differs between :func: ``fit` ` and
41+ :func: ``transform` ` could lead to silently passing incorrect columns to the
42+ ``remainder `` transformer.
43+ :pr: `14237 ` by `Andreas Schuderer <schuderer> `.
4244
4345:mod: `sklearn.datasets `
4446.......................
@@ -59,23 +61,26 @@ Changelog
5961 :class: `impute.IterativeImputer ` so that no errors are thrown when there are
6062 missing values in training data. :pr: `13974 ` by `Frank Hoang <fhoang7> `.
6163
64+ :mod: `sklearn.inspection `
65+ .....................
66+
67+ - |Fix | Fixed a bug in :func: `inspection.plot_partial_dependence ` where
68+ ``target `` parameter was not being taken into account for multiclass problems.
69+ :pr: `14393 ` by :user: `Guillem G. Subies <guillemgsubies> `.
70+
6271:mod: `sklearn.linear_model `
6372...........................
73+
6474- |Fix | Fixed a bug in :class: `linear_model.LogisticRegressionCV ` where
6575 ``refit=False `` would fail depending on the ``'multiclass' `` and
6676 ``'penalty' `` parameters (regression introduced in 0.21). :pr: `14087 ` by
6777 `Nicolas Hug `_.
78+
6879- |Fix | Compatibility fix for :class: `linear_model.ARDRegression ` and
6980 Scipy>=1.3.0. Adapts to upstream changes to the default `pinvh ` cutoff
7081 threshold which otherwise results in poor accuracy in some cases.
7182 :pr: `14067 ` by :user: `Tim Staley <timstaley> `.
7283
73- :mod: `sklearn.tree `
74- ...................
75-
76- - |Fix | Fixed bug in :func: `tree.export_text ` when the tree has one feature and
77- a single feature name is passed in. :pr: `14053 ` by `Thomas Fan `
78-
7984:mod: `sklearn.neighbors `
8085........................
8186
@@ -84,14 +89,11 @@ Changelog
8489 ``tol `` required too strict types. :pr: `14092 ` by
8590 :user: `Jérémie du Boisberranger <jeremiedbb> `.
8691
87- :mod: `sklearn.compose `
88- .....................
92+ :mod: `sklearn.tree `
93+ ...................
8994
90- - |Fix | Fixed an issue in :class: `compose.ColumnTransformer ` where using
91- DataFrames whose column order differs between :func: ``fit` ` and
92- :func: ``transform` ` could lead to silently passing incorrect columns to the
93- ``remainder `` transformer.
94- :pr: `14237 ` by `Andreas Schuderer <schuderer> `.
95+ - |Fix | Fixed bug in :func: `tree.export_text ` when the tree has one feature and
96+ a single feature name is passed in. :pr: `14053 ` by `Thomas Fan `.
9597
9698.. _changes_0_21_2 :
9799
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