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

    https://github.com/apache/spark/pull/7099#discussion_r34199936
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/regression/LinearRegression.scala ---
    @@ -212,12 +230,139 @@ class LinearRegressionModel private[ml] (
       extends RegressionModel[Vector, LinearRegressionModel]
       with LinearRegressionParams {
     
    +  @transient private var trainingSummary: 
Option[LinearRegressionTrainingSummary] = None
    --- End diff --
    
    Per our discussions today, this should no longer be transient.


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