Github user taku-k commented on a diff in the pull request:

    https://github.com/apache/spark/pull/12767#discussion_r61536420
  
    --- Diff: python/pyspark/ml/tuning.py ---
    @@ -613,7 +615,9 @@ def copy(self, extra=None):
             """
             if extra is None:
                 extra = dict()
    -        return TrainValidationSplitModel(self.bestModel.copy(extra))
    +        bestModel = self.bestModel.copy(extra)
    +        validationMetrics = self.validationMetrics
    +        return TrainValidationSplitModel(bestModel, validationMetrics)
    --- End diff --
    
    @vectorijk Thank you for your comments. I'm sure. I'll add `test_copy` 
method.


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