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

    https://github.com/apache/spark/pull/17995#discussion_r125642693
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/classification/LogisticRegression.scala
 ---
    @@ -93,8 +93,8 @@ private[classification] trait LogisticRegressionParams 
extends ProbabilisticClas
       @Since("2.1.0")
       final val family: Param[String] = new Param(this, "family",
         "The name of family which is a description of the label distribution 
to be used in the " +
    -      s"model. Supported options: ${supportedFamilyNames.mkString(", ")}.",
    -    (value: String) => 
supportedFamilyNames.contains(value.toLowerCase(Locale.ROOT)))
    +      s"model. Supported options: ${supportedFamilyNames.mkString("(", 
",", ")")}.",
    --- End diff --
    
    Please keep the original output format for supported family names.


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