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

    https://github.com/apache/spark/pull/13129#discussion_r63475090
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/regression/LinearRegression.scala ---
    @@ -252,7 +250,7 @@ class LinearRegression @Since("1.3.0") (@Since("1.3.0") 
override val uid: String
               model,
               Array(0D),
               Array(0D))
    -        return copyValues(model.setSummary(trainingSummary))
    +        return model.setSummary(trainingSummary)
    --- End diff --
    
    @MLnick I added test case for this scenario and updated other test cases to 
ensure coping prediction column(and other params) correct in all situations.


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