Github user wangmiao1981 commented on a diff in the pull request:

    https://github.com/apache/spark/pull/12882#discussion_r62079416
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/evaluation/MulticlassClassificationEvaluator.scala
 ---
    @@ -97,6 +98,7 @@ class MulticlassClassificationEvaluator @Since("1.5.0") 
(@Since("1.5.0") overrid
         case "recall" => true
         case "weightedPrecision" => true
         case "weightedRecall" => true
    +    case "accuracy" => true
    --- End diff --
    
    I think one big case could be better, which leaves an incremental option of 
returning false in the future. If we simple return true now and any metric in 
the future returns false, we need to add back everything else returning true, 
which has the potential of missing some metric and is less obvious for people 
making changes.


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