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

    https://github.com/apache/spark/pull/4259#discussion_r27333012
  
    --- Diff: mllib/src/main/scala/org/apache/spark/ml/param/sharedParams.scala 
---
    @@ -34,6 +34,43 @@ private[ml] trait HasRegParam extends Params {
       def getRegParam: Double = get(regParam)
     }
     
    +private[ml] trait HasElasticNetParam extends HasRegParam {
    --- End diff --
    
    Definitely. It seems that there is no easy way to specify the valid 
parameter range or requirement in this framework. Do you think it's a good idea 
that I add the check like the following?
    
    ```scala
      def getElasticNetParam: Double = {
        val elasticNetParam = get(elasticNetParam)
        require(elasticNetParam >= 0)
        require(elasticNetParam <= 1)
        elasticNetParam
      }
    ```


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