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

    https://github.com/apache/spark/pull/9474#discussion_r56438348
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/mllib/tree/impl/DTStatsAggregator.scala 
---
    @@ -73,26 +73,31 @@ private[spark] class DTStatsAggregator(
        * Flat array of elements.
        * Index for start of stats for a (feature, bin) is:
        *   index = featureOffsets(featureIndex) + binIndex * statsSize
    -   * Note: For unordered features,
    -   *       the left child stats have binIndex in [0, numBins(featureIndex) 
/ 2))
    -   *       and the right child stats in [numBins(featureIndex) / 2), 
numBins(featureIndex))
        */
       private val allStats: Array[Double] = new Array[Double](allStatsSize)
     
    +  /**
    +   * Array of parent node sufficient stats.
    --- End diff --
    
    Add note: "This is necessary because stats for the parent node are not 
available on the first iteration of tree learning."


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