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

    https://github.com/apache/spark/pull/12464#discussion_r61331680
  
    --- Diff: python/pyspark/ml/tuning.py ---
    @@ -346,10 +346,11 @@ class CrossValidatorModel(Model, ValidatorParams, 
MLReadable, MLWritable):
         .. versionadded:: 1.4.0
         """
     
    -    def __init__(self, bestModel):
    +    def __init__(self, bestModel, avgMetrics):
    --- End diff --
    
    I just realized we should add a default value for avgMetrics since it is 
technically a public API.  How about a value of ```[]``` by default?


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