Github user mgaido91 commented on the issue:

    https://github.com/apache/spark/pull/22764
  
    For KMeans we used the ClusteringEvaluator in the examples. Actually, the 
training cost is not a good way to evaluate a dataset (the evaluation should be 
done on a dataset different from the training one).
    
    Maybe we can also add this API in the example to show that it exists, but I 
have seen no example with a summary shown so...


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