From 36bc053a69ac5b9ba5a54cb2bd19adb33dcde50e Mon Sep 17 00:00:00 2001
From: Olivier Grisel <olivier.grisel@ensta.org>
Date: Thu, 13 Jul 2017 14:12:03 +0200
Subject: [PATCH] DOC typos in whats_news.rst [ci skip]
---
doc/whats_new.rst | 7 ++++---
1 file changed, 4 insertions(+), 3 deletions(-)
diff --git a/doc/whats_new.rst b/doc/whats_new.rst
index 21eb3478db..9f5a8f5c91 100644
--- a/doc/whats_new.rst
+++ b/doc/whats_new.rst
@@ -35,7 +35,7 @@ have extended the ``scoring`` and ``refit`` parameters for grid/randomized
search :ref:`to handle multiple metrics <multimetric_grid_search>`.
We've made some important fixes too. We've fixed a longstanding implementation
-erorr in :func:`metrics.average_precision_score`, so please be cautious with
+error in :func:`metrics.average_precision_score`, so please be cautious with
prior results reported from that function. A number of errors in the
:class:`manifold.TSNE` implementation have been fixed, particularly in the
default Barnes-Hut approximation. :class:`semi_supervised.LabelSpreading` and
@@ -207,7 +207,7 @@ Linear, kernelized and related models
:class:`linear_model.LogisticRegression` when using newton-cg solver; and
:class:`linear_model.Ridge` when using svd, sparse_cg, cholesky or lsqr
solvers. :issue:`8835`, :issue:`8061` by :user:`Joan Massich <massich>` and :user:`Nicolas
- Cordier <ncordier>` and :user:`Thierry Guillemot`.
+ Cordier <ncordier>` and :user:`Thierry Guillemot <tguillemot>`.
Other predictors
@@ -468,7 +468,8 @@ Decomposition, manifold learning and clustering
- Fixed the implementation of :class:`manifold.TSNE`:
- ``early_exageration`` parameter had no effect and is now used for the
first 250 optimization iterations.
- - Fixed the ``InsersionError`` reported in :issue:`8992`.
+ - Fixed the ``AssertionError: Tree consistency failed`` exception
+ reported in :issue:`8992`.
- Improve the learning schedule to match the one from the reference
implementation `lvdmaaten/bhtsne <https://github.com/lvdmaaten/bhtsne>`_.
by :user:`Thomas Moreau <tomMoral>` and `Olivier Grisel`_.
--
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