DOC fix typo parameter name in example Isomap (scikit-learn#21011)

jalexand3r · Johnathan Alexander · adrinjalali · commit 942b996c1e0a · 2021-09-20T10:16:00.000+02:00
Co-authored-by: Johnathan Alexander &lt;jalexander86@gatech.edu&gt;
diff --git a/doc/modules/neighbors.rst b/doc/modules/neighbors.rst
@@ -567,7 +567,7 @@ using the caching properties of the scikit-learn pipeline:
     >>> from sklearn.pipeline import make_pipeline
     >>> estimator = make_pipeline(
     ...     KNeighborsTransformer(n_neighbors=5, mode='distance'),
-    ...     Isomap(neighbors_algorithm='precomputed'),
+    ...     Isomap(metric='precomputed'),
     ...     memory='/path/to/cache')
 
 Second, precomputing the graph can give finer control on the nearest neighbors
diff --git a/sklearn/neighbors/_graph.py b/sklearn/neighbors/_graph.py
@@ -337,7 +337,7 @@ class KNeighborsTransformer(KNeighborsMixin, TransformerMixin, NeighborsBase):
     >>> from sklearn.pipeline import make_pipeline
     >>> estimator = make_pipeline(
     ...     KNeighborsTransformer(n_neighbors=5, mode='distance'),
-    ...     Isomap(neighbors_algorithm='precomputed'))
+    ...     Isomap(metric='precomputed'))
     """
 
     def __init__(
