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

    https://github.com/apache/spark/pull/18582#discussion_r126643882
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/regression/LinearRegression.scala ---
    @@ -460,16 +460,16 @@ object LinearRegression extends 
DefaultParamsReadable[LinearRegression] {
       val MAX_FEATURES_FOR_NORMAL_SOLVER: Int = 
WeightedLeastSquares.MAX_NUM_FEATURES
     
       /** String name for "auto". */
    -  private[regression] val AUTO = "auto"
    +  private[regression] val Auto = "auto"
    --- End diff --
    
    Is `solver` related with `handleInvalid`? It seems a little confused.


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