diff --git a/sklearn/cluster/_dbscan.py b/sklearn/cluster/_dbscan.py
index 12f9b74d0cdc3..903b6befaddb6 100644
--- a/sklearn/cluster/_dbscan.py
+++ b/sklearn/cluster/_dbscan.py
@@ -120,8 +120,7 @@ def dbscan(
 
     Notes
     -----
-    For an example, see :ref:`examples/cluster/plot_dbscan.py
-    <sphx_glr_auto_examples_cluster_plot_dbscan.py>`.
+    For an example, see :ref:`sphx_glr_auto_examples_cluster_plot_dbscan.py`.
 
     This implementation bulk-computes all neighborhood queries, which increases
     the memory complexity to O(n.d) where d is the average number of neighbors,