diff --git a/3.6-classifying-newswires.ipynb b/3.6-classifying-newswires.ipynb
index 687d6ddfe7..9ecdefb921 100644
--- a/3.6-classifying-newswires.ipynb
+++ b/3.6-classifying-newswires.ipynb
@@ -561,7 +561,7 @@
     "plt.plot(epochs, val_acc, 'b', label='Validation acc')\n",
     "plt.title('Training and validation accuracy')\n",
     "plt.xlabel('Epochs')\n",
-    "plt.ylabel('Loss')\n",
+    "plt.ylabel('Accuracy')\n",
     "plt.legend()\n",
     "\n",
     "plt.show()"