diff --git a/sklearn/neighbors/regression.py b/sklearn/neighbors/regression.py
index 9db821a97ff660f9380bc2eca53344b68edb35b9..8cd5872276bf378d9ea70d0a17ae53e5d38cf346 100644
--- a/sklearn/neighbors/regression.py
+++ b/sklearn/neighbors/regression.py
@@ -175,7 +175,7 @@ class RadiusNeighborsRegressor(NeighborsBase, RadiusNeighborsMixin,
     --------
     >>> X = [[0], [1], [2], [3]]
     >>> y = [0, 0, 1, 1]
-    >>> from sklearn.neighbors import KNeighborsRegressor
+    >>> from sklearn.neighbors import RadiusNeighborsRegressor
     >>> neigh = RadiusNeighborsRegressor(radius=1.0)
     >>> neigh.fit(X, y) # doctest: +ELLIPSIS
     RadiusNeighborsRegressor(...)