diff --git a/doc/modules/neighbors.rst b/doc/modules/neighbors.rst
index eaa7275dc37fef056778bfea41dff5cb52a338f2..ac08553852c8765a814fe94dcf7cb3349542f50a 100644
--- a/doc/modules/neighbors.rst
+++ b/doc/modules/neighbors.rst
@@ -58,7 +58,7 @@ advantage of this property leads to determining neighbors in O[log(N)]
 time, as opposed to O[N] time for a brute-force search.
 
 
-.. autoclass:: scikits.learn.BallTree.BallTree
+.. autoclass:: scikits.learn.ball_tree.BallTree
    :members:
 
-.. autofunction:: scikits.learn.BallTree.knn_brute
+.. autofunction:: scikits.learn.ball_tree.knn_brute