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

    https://github.com/apache/spark/pull/14359#discussion_r75361458
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/tree/impl/RandomForest.scala ---
    @@ -161,31 +161,43 @@ private[spark] object RandomForest extends Logging {
           None
         }
     
    -    // FIFO queue of nodes to train: (treeIndex, node)
    -    val nodeQueue = new mutable.Queue[(Int, LearningNode)]()
    +    /*
    +      FILO queue of nodes to train: (treeIndex, node)
    +      We make this FILO by always inserting nodes by appending (+=) and 
removing with dropRight.
    --- End diff --
    
    the methods described here still refer to the original queue data structure


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