diff --git a/mllib/src/test/scala/org/apache/spark/ml/clustering/KMeansSuite.scala b/mllib/src/test/scala/org/apache/spark/ml/clustering/KMeansSuite.scala
index 082e23110fdda..40b13a5d3cc99 100644
--- a/mllib/src/test/scala/org/apache/spark/ml/clustering/KMeansSuite.scala
+++ b/mllib/src/test/scala/org/apache/spark/ml/clustering/KMeansSuite.scala
@@ -226,6 +226,7 @@ class KMeansSuite extends SparkFunSuite with MLlibTestSparkContext with DefaultR
       val pmmlClusteringModel = pmml.getModels.get(0).asInstanceOf[ClusteringModel]
       assert(pmmlClusteringModel.getNumberOfClusters === clusterCenters.length)
     }
+    testPMMLWrite(sc, model, checkModel)
   }
 }