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

    https://github.com/apache/spark/pull/3975#discussion_r23566837
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/mllib/tree/impurity/Entropy.scala ---
    @@ -94,6 +94,9 @@ private[tree] class EntropyAggregator(numClasses: Int)
           throw new IllegalArgumentException(s"EntropyAggregator given label 
$label" +
             s" but requires label < numClasses (= $statsSize).")
         }
    +    if (label < 0) {
    +      throw new IllegalArgumentException(s"Entropy does not support 
negative labels")
    --- End diff --
    
    Shall we put `label` value to the error message? Add `.` to the end of the 
sentence.


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