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

    https://github.com/apache/spark/pull/16480#discussion_r94870250
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/util/Instrumentation.scala ---
    @@ -85,9 +86,27 @@ private[spark] class Instrumentation[E <: Estimator[_]] 
private (
       }
     
       /**
    +   * Log params for tuning estimators that search for the best params by 
wrapping another
    +   * estimator and using metrics computed by an evaluator.
    +   *
    +   * @param estimator the inner estimator called by the tuning estimator
    +   * @param estimatorParamMaps different params tried by the tuning 
estimator
    +   * @param evaluator evaluator used to compute the metric for each 
estimator param value
    +   */
    +  def logTuningParams(
    --- End diff --
    
    moved into ValidatorParams as a class method -- let me know if you feel 
strongly about it being static. thanks!


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