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

    https://github.com/apache/spark/pull/16344#discussion_r97219484
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/regression/GeneralizedLinearRegression.scala
 ---
    @@ -57,30 +57,72 @@ private[regression] trait 
GeneralizedLinearRegressionBase extends PredictorParam
       final val family: Param[String] = new Param(this, "family",
         "The name of family which is a description of the error distribution 
to be used in the " +
           s"model. Supported options: ${supportedFamilyNames.mkString(", ")}.",
    -    ParamValidators.inArray[String](supportedFamilyNames.toArray))
    +    ParamValidators.inArray[String](supportedFamilyNames))
     
       /** @group getParam */
       @Since("2.0.0")
       def getFamily: String = $(family)
     
       /**
    +   * Param for the power in the variance function of the Tweedie 
distribution which provides
    +   * the relationship between the variance and mean of the distribution.
    +   * Used only for the Tweedie family.
    --- End diff --
    
    Nit: ```Only applicable for "tweedie" family.``` should be better?


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