Github user imatiach-msft commented on a diff in the pull request:

    https://github.com/apache/spark/pull/16355#discussion_r95937532
  
    --- Diff: 
mllib/src/test/scala/org/apache/spark/ml/clustering/BisectingKMeansSuite.scala 
---
    @@ -51,6 +54,21 @@ class BisectingKMeansSuite
         assert(copiedModel.hasSummary)
       }
     
    +  test("SPARK-16473: Verify Bisecting K-Means does not fail in edge case 
where" +
    +    "one cluster is empty after split") {
    +    val bkm = new 
BisectingKMeans().setK(k).setMinDivisibleClusterSize(4).setMaxIter(4)
    +
    +    assert(bkm.getK === k)
    --- End diff --
    
    done, removed


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