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

    https://github.com/apache/spark/pull/16722#discussion_r99665188
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/mllib/tree/impurity/Impurity.scala ---
    @@ -79,7 +79,12 @@ private[spark] abstract class ImpurityAggregator(val 
statsSize: Int) extends Ser
        * @param allStats  Flat stats array, with stats for this (node, 
feature, bin) contiguous.
        * @param offset    Start index of stats for this (node, feature, bin).
        */
    -  def update(allStats: Array[Double], offset: Int, label: Double, 
instanceWeight: Double): Unit
    +  def update(
    +      allStats: Array[Double],
    +      offset: Int,
    +      label: Double,
    +      numSamples: Int,
    +      sampleWeight: Double): Unit
    --- End diff --
    
    I don't think it's necessary. It's a private class, and the only params 
currently in the doc are the ambiguous ones. These new ones should be self 
explanatory.


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