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

    https://github.com/apache/spark/pull/7099#discussion_r34084619
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/regression/LinearRegression.scala ---
    @@ -212,12 +230,140 @@ class LinearRegressionModel private[ml] (
       extends RegressionModel[Vector, LinearRegressionModel]
       with LinearRegressionParams {
     
    +  private var trainingSummary: Option[LinearRegressionTrainingSummary] = 
None
    --- End diff --
    
    To make sure LinearRegressionModel is serializable, can we not just make 
this transient?


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