DOC Fix formatting in whats_new
@@ -97,8 +97,8 @@ Support for Python 3.4 and below has been officially dropped.
....................................
- |Enhancement| :class:`discriminant_analysis.LinearDiscriminantAnalysis` now
- preserves ``float32`` and ``float64`` dtypes. :issues:`8769` and
- :issues:`11000` by :user:`Thibault Sejourne <thibsej>`
+ preserves ``float32`` and ``float64`` dtypes. :issue:`8769` and
+ :issue:`11000` by :user:`Thibault Sejourne <thibsej>`
- |Fix| A ``ChangedBehaviourWarning`` is now raised when
:class:`discriminant_analysis.LinearDiscriminantAnalysis` is given as
@@ -196,8 +196,8 @@ Support for Python 3.4 and below has been officially dropped.
with the 'saga' solver. :issue:`11646` by :user:`Nicolas Hug <NicolasHug>`.
- |Enhancement| :class:`linear_model.make_dataset` now preserves
- ``float32`` and ``float64`` dtypes. :issues:`8769` and :issues:`11000` by
- :user:`Nelle Varoquaux`_, :user:`Arthur Imbert <Henley13>`,
+ ``float32`` and ``float64`` dtypes. :issue:`8769` and :issue:`11000` by
+ :user:`Nelle Varoquaux <NelleV>`, :user:`Arthur Imbert <Henley13>`,
:user:`Guillaume Lemaitre <glemaitre>`, and :user:`Joan Massich <massich>`
- |Enhancement| :class:`linear_model.LogisticRegression` now supports an
@@ -283,7 +283,7 @@ Support for Python 3.4 and below has been officially dropped.
- |Fix| The metric :func:`metrics.r2_score` is degenerate with a single sample
and now it returns NaN and raises :class:`exceptions.UndefinedMetricWarning`.
- :issue:`12855` by :user:`Pawel Sendyk <psendyk>.`
+ :issue:`12855` by :user:`Pawel Sendyk <psendyk>`.
- |API| The parameter ``labels`` in :func:`metrics.hamming_loss` is deprecated
in version 0.21 and will be removed in version 0.23.
@@ -447,7 +447,8 @@ Multiple modules
:func:`sklearn.set_config`. :issue:`11705` by :user:`Nicolas Hug
<NicolasHug>`.
- |Efficiency| Memory copies are avoided when casting arrays to a different
- dtype in multiple estimators. :issue:`11973` by :user:`Roman Yurchak`_.
+ dtype in multiple estimators. :issue:`11973` by :user:`Roman Yurchak
+ <rth>`.
Changes to estimator checks
