diff --git a/examples/miscellaneous/plot_set_output.py b/examples/miscellaneous/plot_set_output.py
index d36309e5b2745..104ee25842058 100644
--- a/examples/miscellaneous/plot_set_output.py
+++ b/examples/miscellaneous/plot_set_output.py
@@ -60,7 +60,7 @@
 
 # %%
 # Each transformer in the pipeline is configured to return DataFrames. This
-# means that the final logistic regression step contain the feature names.
+# means that the final logistic regression step contains the feature names of the input.
 clf[-1].feature_names_in_
 
 # %%
@@ -75,7 +75,7 @@
 
 # %%
 # The `set_output` API can be configured globally by using :func:`set_config` and
-# setting the `transform_output` to `"pandas"`.
+# setting `transform_output` to `"pandas"`.
 from sklearn.compose import ColumnTransformer
 from sklearn.preprocessing import OneHotEncoder, StandardScaler
 from sklearn.impute import SimpleImputer