Github user sethah commented on the issue:

    https://github.com/apache/spark/pull/13557
  
    I created [SPARK-18282](https://issues.apache.org/jira/browse/SPARK-18282) 
and the PR: https://github.com/apache/spark/pull/15777 to implement this 
interface for GMM and BisectingKMeans. These two PRs will affect one another, 
I'm not sure it matters too much which gets merged first, but whichever one 
_does_ get merged first needs to implement a parent class `ClusteringSummary` 
which will have (for now) three child classes for KMeans, BisectingKMeans, and 
GMM. This is a result of https://github.com/apache/spark/pull/15555. 


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