Merge pull request #186 from raviraju/update_doc

Updated documentation
NicolasHug · Jun 12, 2018 · 83c82aa · 83c82aa
2 parents ef93db4 + 5e5ffd6
commit 83c82aa
Showing 1 changed file with 2 additions and 2 deletions.
diff --git a/doc/source/prediction_algorithms.rst b/doc/source/prediction_algorithms.rst
@@ -74,8 +74,8 @@ options may be set. For ALS:
 And for SGD:
 
 - ``'reg'``: The regularization parameter of the cost function that is
-  optimized, corresponding to :math:`\lambda_1` and then :math:`\lambda_5` in
-  :cite:`Koren:2010` Default is ``0.02``.
+  optimized, corresponding to :math:`\lambda_1` in
+  :cite:`Koren:2010`. Default is ``0.02``.
 - ``'learning_rate'``: The learning rate of SGD, corresponding to
   :math:`\gamma` in :cite:`Koren:2010`.  Default is ``0.005``.
 - ``'n_epochs'``: The number of iteration of the SGD procedure. Default is 20.