Github user holdenk commented on a diff in the pull request:

    https://github.com/apache/spark/pull/20629#discussion_r181470948
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/evaluation/ClusteringEvaluator.scala 
---
    @@ -84,12 +85,12 @@ class ClusteringEvaluator @Since("2.3.0") 
(@Since("2.3.0") override val uid: Str
     
       /**
        * param for distance measure to be used in evaluation
    -   * (supports `"squaredEuclidean"` (default), `"cosine"`)
    +   * (supports `"squaredEuclidean"` (default), `"cosine"`, `"euclidean"`)
    --- End diff --
    
    If some models only support some ditance measures we should make that clear 
in the docs.


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