diff --git a/doc/metric_learn.lsml.rst b/doc/metric_learn.lsml.rst
index 12be71b8..c6c8ede9 100644
--- a/doc/metric_learn.lsml.rst
+++ b/doc/metric_learn.lsml.rst
@@ -20,7 +20,7 @@ Example Code
     Y = iris_data['target']
 
     lsml = LSML_Supervised(num_constraints=200)
-    isml.fit(X, Y)
+    lsml.fit(X, Y)
 
 References
 ----------