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

    https://github.com/apache/spark/pull/5431#discussion_r28290995
  
    --- Diff: mllib/src/main/scala/org/apache/spark/ml/param/params.scala ---
    @@ -55,58 +49,42 @@ class Param[T] (
        */
       def ->(value: T): ParamPair[T] = ParamPair(this, value)
     
    -  override def toString: String = {
    -    if (defaultValue.isDefined) {
    -      s"$name: $doc (default: ${defaultValue.get})"
    -    } else {
    -      s"$name: $doc"
    -    }
    -  }
    +  override def toString: String = s"$name: $doc"
    --- End diff --
    
    I like having the default.  Your call on the current value; that might 
actually be confusing.


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