Github user feynmanliang commented on the pull request:

    https://github.com/apache/spark/pull/7538#issuecomment-123061932
  
    Forgot to add, would be nice to include `@transient confusion : 
RDD[(threshold: Double, confusionMatrix: BinaryConfusionMatrix)]` in 
`LogisticRegressionSummary` since it's a good diagnostic tool despite already 
being summarized by precision/recall/etc (although may be hard to get this into 
a DataFrame since BinaryConfusionMatrix doesn't have a good UDT, @jkbradley ?) 
... We do that in `LinearRegressionSummary` with residuals


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