diff --git a/appendix-E/01_main-chapter-code/appendix-E.ipynb b/appendix-E/01_main-chapter-code/appendix-E.ipynb
index 45b1622..7094498 100644
--- a/appendix-E/01_main-chapter-code/appendix-E.ipynb
+++ b/appendix-E/01_main-chapter-code/appendix-E.ipynb
@@ -1348,7 +1348,7 @@
    "id": "aa074723-e3f7-4f7e-a267-855531a037dc",
    "metadata": {},
    "source": [
-    "- Note that we previously calculated the accuracy values on 10 batches only; below, we calculate the accuracies on the full dataset"
+    "- Note that we previously calculated the accuracy values on 5 batches only via the `eval_iter=5` setting; below, we calculate the accuracies on the full dataset"
    ]
   },
   {