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

    https://github.com/apache/spark/pull/12432#discussion_r60324300
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/mllib/clustering/KMeans.scala ---
    @@ -209,9 +211,10 @@ class KMeans private (
       /**
        * Train a K-means model on the given set of points; `data` should be 
cached for high
        * performance, because this is an iterative algorithm.
    +   * `instr` is used to log instrumentation parameters.
    --- End diff --
    
    do not include this in public API docs


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