Github user WeichenXu123 commented on the issue:

    https://github.com/apache/spark/pull/15435
  
    All right. I will create a new class `MulticlassClassificationSummary` it 
looks better.
    And I will change `BinaryLogisticRegressionTrainingSummary` be the subclass 
of MLOR summary, it looks more reasonable. If there is some problem in such 
hierarchy let me know it. @jkbradley 
    
    And thanks @zhengruifeng for good suggestion~


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