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

    https://github.com/apache/spark/pull/15394#discussion_r82503779
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/regression/LinearRegression.scala ---
    @@ -217,7 +215,7 @@ class LinearRegression @Since("1.3.0") (@Since("1.3.0") 
override val uid: String
             $(featuresCol),
             summaryModel,
             model.diagInvAtWA.toArray,
    -        Array(0D))
    +        model.objectiveHistory)
    --- End diff --
    
    I think the ```objectiveHistory``` get from normal equation solver is 
different from distributed L-BFGS solver, so it may confuse users. We should 
handle ```objectiveHistory``` differently when we use it(I saw only used in 
linear regression summary), or may be just better documents?  


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