reference issue number in whats_new
@@ -17,12 +17,13 @@ random sampling procedures.
- :class:`decomposition.IncrementalPCA` in Python 2 (bug fix)
- :class:`isotonic.IsotonicRegression` (bug fix)
+- :class:`linear_model.ARDRegression` (bug fix)
+- :class:`linear_model.OrthogonalMatchingPursuit` (bug fix)
- :class:`metrics.roc_auc_score` (bug fix)
- :class:`metrics.roc_curve` (bug fix)
- :class:`neural_network.BaseMultilayerPerceptron` (bug fix)
- :class:`neural_network.MLPRegressor` (bug fix)
- :class:`neural_network.MLPClassifier` (bug fix)
-- :class:`linear_model.ARDRegression` (bug fix)
Details are listed in the changelog below.
@@ -44,7 +45,7 @@ Classifiers and regressors
- Added :class:`naive_bayes.ComplementNB`, which implements the Complement
Naive Bayes classifier described in Rennie et al. (2003).
- By :user:`Michael A. Alcorn <airalcorn2>`.
+ :issue:`8190` by :user:`Michael A. Alcorn <airalcorn2>`.
Preprocessing
@@ -54,8 +55,8 @@ Preprocessing
Compared to the existing :class:`OneHotEncoder`, this new class handles
encoding of all feature types (also handles string-valued features) and
derives the categories based on the unique values in the features instead of
- the maximum value in the features.
- By :user:`Vighnesh Birodkar <vighneshbirodkar>` and `Joris Van den Bossche`_.
+ the maximum value in the features. :issue:`9151` by
+ :user:`Vighnesh Birodkar <vighneshbirodkar>` and `Joris Van den Bossche`_.
Model evaluation
@@ -139,7 +140,7 @@ Classifiers and regressors
- Fixed a bug in :class:`linear_model.OrthogonalMatchingPursuit` that was
broken when setting ``normalize=False``.
- by `Alexandre Gramfort`_.
+ :issue:`10071` by `Alexandre Gramfort`_.
- Fixed a bug in :class:`linear_model.ARDRegression` which caused incorrectly
updated estimates for the standard deviation and the coefficients.
