diff --git a/doc/modules/svm.rst b/doc/modules/svm.rst
index ac9fbdb12e58d..d219b8ed18df0 100644
--- a/doc/modules/svm.rst
+++ b/doc/modules/svm.rst
@@ -707,6 +707,10 @@ term :math:`b`.
   misclassified, or it is correctly classified but does not lie beyond the
   margin.
 
+Note: For ease of reference here's an example using SVC on the Iris dataset.
+:ref:`sphx_glr_auto_examples_semi_supervised_plot_semi_supervised_versus_svm_iris.py`
+
+
 SVR
 ---