diff --git a/docs/examples/example_feature_importance_shap.ipynb b/docs/examples/example_feature_importance_shap.ipynb
index 9a0c8f4..4a4a2b8 100644
--- a/docs/examples/example_feature_importance_shap.ipynb
+++ b/docs/examples/example_feature_importance_shap.ipynb
@@ -373,7 +373,7 @@
     "\n",
     "Each dot in the plot represents a single instance of the given feature present in the data set.\n",
     "The x-axis conveys the Shapley value, signifying the strength and directionality of the\n",
-    "feature's impact. The y-axis displays each feature in the model.\n",
+    "feature's impact. The y-axis displays a subset of the features in the model.\n",
     "\n",
     "The Shapley value, exhibited on the horizontal axis, is oriented such that values on the\n",
     "right of the center line (0 mark) contribute to a positive shift in the predicted outcome,\n",