spelling mistake (#8341)

anshbansal · GaelVaroquaux · commit 2bf5006ef7c3 · 2017-02-12T16:53:58.000+01:00
diff --git a/doc/tutorial/statistical_inference/supervised_learning.rst b/doc/tutorial/statistical_inference/supervised_learning.rst
@@ -339,7 +339,7 @@ application of Occam's razor: *prefer simpler models*.
     Different algorithms can be used to solve the same mathematical
     problem. For instance the ``Lasso`` object in scikit-learn
     solves the lasso regression problem using a
-    `coordinate decent <https://en.wikipedia.org/wiki/Coordinate_descent>`_ method,
+    `coordinate descent <https://en.wikipedia.org/wiki/Coordinate_descent>`_ method,
     that is efficient on large datasets. However, scikit-learn also
     provides the :class:`LassoLars` object using the *LARS* algorthm,
     which is very efficient for problems in which the weight vector estimated
