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

    https://github.com/apache/spark/pull/16722#discussion_r99278910
  
    --- Diff: 
mllib/src/test/scala/org/apache/spark/ml/tree/impl/TreeTests.scala ---
    @@ -124,8 +129,8 @@ private[ml] object TreeTests extends SparkFunSuite {
        *       make mistakes such as creating loops of Nodes.
        */
       private def checkEqual(a: Node, b: Node): Unit = {
    -    assert(a.prediction === b.prediction)
    -    assert(a.impurity === b.impurity)
    +    assert(a.prediction ~== b.prediction absTol 1e-8)
    +    assert(a.impurity ~== b.impurity absTol 1e-8)
    --- End diff --
    
    can the tolerances be moved to a constant?


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