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

    https://github.com/apache/spark/pull/7771#discussion_r35929697
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/regression/LinearRegression.scala ---
    @@ -300,7 +303,8 @@ class LinearRegressionTrainingSummary 
private[regression] (
         predictions: DataFrame,
    --- End diff --
    
    Do not do production when creating this summary. Then we only need to 
remember the feature column name.


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