DOC Rephrased what's new entry
@@ -606,12 +606,12 @@ Imputer
:class:`impute.SimpleImputer`. :issue:`9726` by :user:`Kumar Ashutosh
<thechargedneutron>`.
-- The ``axis`` parameter in :class:`impute.SimpleImputer` was removed. The
- behavior is equivalent to ``axis=0`` (impute along columns). Row-wise
- imputation can be performed with FunctionTransformer (e.g.,
- ``FunctionTransformer(lambda X: Imputer().fit_transform(X.T).T)``).
- :issue:`10829` by :user:`Guillaume Lemaitre <glemaitre>` and :user:`Gilberto
- Olimpio <gilbertoolimpio>`.
+- The ``axis`` parameter that was in :class:`preprocessing.Imputer` is no
+ longer present in :class:`impute.SimpleImputer`. The behavior is equivalent
+ to ``axis=0`` (impute along columns). Row-wise imputation can be performed
+ with FunctionTransformer (e.g., ``FunctionTransformer(lambda X:
+ SimpleImputer().fit_transform(X.T).T)``). :issue:`10829` by :user:`Guillaume
+ Lemaitre <glemaitre>` and :user:`Gilberto Olimpio <gilbertoolimpio>`.
Outlier Detection models
