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

    https://github.com/apache/spark/pull/13129#discussion_r63643069
  
    --- 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 --
    
    @jkbradley It does not necessary to ```setParent``` at here, because we 
have done it at ```Predictor.fit```
    ```
    override def fit(dataset: Dataset[_]): M = {
        // This handles a few items such as schema validation.
        // Developers only need to implement train().
        transformSchema(dataset.schema, logging = true)
        copyValues(train(dataset).setParent(this))
      }
    ```


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