Github user WeichenXu123 commented on the issue:

    https://github.com/apache/spark/pull/15435
  
    I read  jkbradley's thoughts here, so I will modify this as following:
    
    first we need 4 traits, using the following hierarchy:
    LogisticRegressionSummary
    LogisticRegressionTrainingSummary: LogisticRegressionSummary
    BinaryLogisticRegressionSummary: LogisticRegressionSummary
    BinaryLogisticRegressionTrainingSummary: LogisticRegressionTrainingSummary, 
BinaryLogisticRegressionSummary
    
    and the public method such as `def summary` only return trait type listed 
above.
    
    and then implement 4 concrete classes:
    `LogisticRegressionSummaryImpl` (multiclass case) 
    `LogisticRegressionTrainingSummaryImpl` (multiclass case)
    `BinaryLogisticRegressionSummaryImpl` (binary case).
    `BinaryLogisticRegressionTrainingSummaryImpl` (binary case).
    
    Is that right ? @jkbradley @sethah 


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