diff --git a/3.5-classifying-movie-reviews.ipynb b/3.5-classifying-movie-reviews.ipynb
index 1d445a7ff2..f394731d25 100644
--- a/3.5-classifying-movie-reviews.ipynb
+++ b/3.5-classifying-movie-reviews.ipynb
@@ -606,7 +606,7 @@
    "source": [
     "model.compile(optimizer='rmsprop',\n",
     "              loss='binary_crossentropy',\n",
-    "              metrics=['accuracy'])"
+    "              metrics=['acc'])"
    ]
   },
   {
@@ -630,7 +630,7 @@
     "\n",
     "model.compile(optimizer=optimizers.RMSprop(lr=0.001),\n",
     "              loss='binary_crossentropy',\n",
-    "              metrics=['accuracy'])"
+    "              metrics=['acc'])"
    ]
   },
   {
@@ -912,7 +912,7 @@
     "\n",
     "model.compile(optimizer='rmsprop',\n",
     "              loss='binary_crossentropy',\n",
-    "              metrics=['accuracy'])\n",
+    "              metrics=['acc'])\n",
     "\n",
     "model.fit(x_train, y_train, epochs=4, batch_size=512)\n",
     "results = model.evaluate(x_test, y_test)"