Github user derrickburns commented on a diff in the pull request:

    https://github.com/apache/spark/pull/2419#discussion_r17640296
  
    --- Diff: 
mllib/src/test/scala/org/apache/spark/mllib/clustering/KMeansSuite.scala ---
    @@ -87,7 +87,7 @@ class KMeansSuite extends FunSuite with LocalSparkContext 
{
     
         // Make sure code runs.
         var model = KMeans.train(data, k=3, maxIterations=1)
    -    assert(model.clusterCenters.size === 3)
    +    assert(model.clusterCenters.size === 2)
    --- End diff --
    
    Similarly, this change is also the result of not keeping empty clusters.


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