diff --git a/ProgrammingAssignment1.ipynb b/ProgrammingAssignment1.ipynb
index a1aaf8c605994f69b41820141252c6e2dedf67de..05ab703fa24082c8e98a026fff8a749803307a6f 100644
--- a/ProgrammingAssignment1.ipynb
+++ b/ProgrammingAssignment1.ipynb
@@ -250,7 +250,7 @@
     "\n",
     "We can use the validation set to come up with a $k$ value that results in better performance in terms of accuracy. Additionally, in some cases, predicting examples from a certain class correctly is more critical than other classes. In those cases, we can use the confusion matrix to find a good trade off between correct and wrong predictions and allow more wrong predictions in some classes to predict more examples correctly in a that class.\n",
     "\n",
-    "Below calculate the accuracies and confusion matrices for different values of $k$ using the validation set. Report a good $k$ value and use it in the analyses that follow this section."
+    "Below calculate the accuracies for different values of $k$ using the validation set. Report a good $k$ value and use it in the analyses that follow this section."
    ]
   },
   {