diff --git a/mllib/src/main/scala/org/apache/spark/mllib/clustering/BisectingKMeans.scala b/mllib/src/main/scala/org/apache/spark/mllib/clustering/BisectingKMeans.scala
index 29a7aa0bb63f2572601442c6b34c2d7fd51a40e1..82adfa6ffd596e32a5afbf7b3e3e97146594d13c 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/clustering/BisectingKMeans.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/clustering/BisectingKMeans.scala
@@ -214,7 +214,7 @@ class BisectingKMeans private (
   }
 
   /**
-   * Java-friendly version of [[run(RDD[Vector])*]]
+   * Java-friendly version of [[run()]].
    */
   def run(data: JavaRDD[Vector]): BisectingKMeansModel = run(data.rdd)
 }
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/clustering/BisectingKMeansModel.scala b/mllib/src/main/scala/org/apache/spark/mllib/clustering/BisectingKMeansModel.scala
index 5015f1540d92078058401e18e59b46e405ca0480..f942e5613ffafa08ca66f684a5065eef10d17a64 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/clustering/BisectingKMeansModel.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/clustering/BisectingKMeansModel.scala
@@ -64,7 +64,7 @@ class BisectingKMeansModel @Since("1.6.0") (
   }
 
   /**
-   * Java-friendly version of [[predict(RDD[Vector])*]]
+   * Java-friendly version of [[predict()]].
    */
   @Since("1.6.0")
   def predict(points: JavaRDD[Vector]): JavaRDD[java.lang.Integer] =
@@ -88,7 +88,7 @@ class BisectingKMeansModel @Since("1.6.0") (
   }
 
   /**
-   * Java-friendly version of [[computeCost(RDD[Vector])*]].
+   * Java-friendly version of [[computeCost()]].
    */
   @Since("1.6.0")
   def computeCost(data: JavaRDD[Vector]): Double = this.computeCost(data.rdd)