Github user jkbradley commented on the issue: https://github.com/apache/spark/pull/15435 @WeichenXu123 About breaking APIs: I'm OK adding predictionCol to LogisticRegressionSummary, even though I agree it technically breaks a public API: * The traits are OK to change since they are sealed. * The subclasses inheriting from the traits are public, but they all have private constructors, so users cannot have extended them (except by using hacks). So I don't see a way this could break a non-hack use case, but let me know if I'm not thinking of an edge case. @zhengruifeng I'm OK refactoring to create a MulticlassClassificationSummary (or MulticlassSummary?) now or later. Now does sound better. Let's keep it ```private[ml]``` for now though.
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