diff --git a/examples/src/main/scala/org/apache/spark/examples/mllib/DenseKMeans.scala b/examples/src/main/scala/org/apache/spark/examples/mllib/DenseKMeans.scala
index f96bc1bf00b924ddc7d8bea4fbd86403ab58d568..89dfa26c2299cd184bb7815b00476fefd6f61d7b 100644
--- a/examples/src/main/scala/org/apache/spark/examples/mllib/DenseKMeans.scala
+++ b/examples/src/main/scala/org/apache/spark/examples/mllib/DenseKMeans.scala
@@ -27,7 +27,7 @@ import org.apache.spark.mllib.linalg.Vectors
 /**
  * An example k-means app. Run with
  * {{{
- * ./bin/spark-example org.apache.spark.examples.mllib.DenseKMeans [options] <input>
+ * ./bin/run-example org.apache.spark.examples.mllib.DenseKMeans [options] <input>
  * }}}
  * If you use it as a template to create your own app, please use `spark-submit` to submit your app.
  */
diff --git a/examples/src/main/scala/org/apache/spark/examples/mllib/SparseNaiveBayes.scala b/examples/src/main/scala/org/apache/spark/examples/mllib/SparseNaiveBayes.scala
index 88acd9dbb08785fe03a5cb6fda75e04bd66f122c..952fa2a5109a470e9ab267b1f2e1251072dbbb0a 100644
--- a/examples/src/main/scala/org/apache/spark/examples/mllib/SparseNaiveBayes.scala
+++ b/examples/src/main/scala/org/apache/spark/examples/mllib/SparseNaiveBayes.scala
@@ -27,7 +27,7 @@ import org.apache.spark.mllib.util.MLUtils
 /**
  * An example naive Bayes app. Run with
  * {{{
- * ./bin/spark-example org.apache.spark.examples.mllib.SparseNaiveBayes [options] <input>
+ * ./bin/run-example org.apache.spark.examples.mllib.SparseNaiveBayes [options] <input>
  * }}}
  * If you use it as a template to create your own app, please use `spark-submit` to submit your app.
  */