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

    https://github.com/apache/spark/pull/16722#discussion_r99275923
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/mllib/tree/impurity/Entropy.scala ---
    @@ -83,23 +83,29 @@ object Entropy extends Impurity {
      * @param numClasses  Number of classes for label.
      */
     private[spark] class EntropyAggregator(numClasses: Int)
    -  extends ImpurityAggregator(numClasses) with Serializable {
    +  extends ImpurityAggregator(numClasses + 1) with Serializable {
    --- End diff --
    
    I guess it is because the number of "stats" increases by one since we are 
adding the weight, if I understand correctly


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