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

    https://github.com/apache/spark/pull/12922#discussion_r62159094
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/mllib/evaluation/binary/BinaryClassificationMetricComputers.scala
 ---
    @@ -24,6 +24,19 @@ private[evaluation] trait 
BinaryClassificationMetricComputer extends Serializabl
       def apply(c: BinaryConfusionMatrix): Double
     }
     
    +/** Accuracy. Defined as 1.0 where there are zero no positive and negative 
examples. */
    +private[evaluation] object Accuracy extends 
BinaryClassificationMetricComputer {
    +  override  def apply(c: BinaryConfusionMatrix): Double = {
    --- End diff --
    
    Nit: extra space after override. You could also pull totalTrue into the 
else block.


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