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

    https://github.com/apache/spark/pull/3094#discussion_r19903935
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/mllib/tree/configuration/Strategy.scala 
---
    @@ -70,7 +70,7 @@ import 
org.apache.spark.mllib.tree.configuration.QuantileStrategy._
      */
     @Experimental
     class Strategy (
    --- End diff --
    
    This has been a long-standing problem, with several iterations of adding 
new parameters.  I agree with your suggested approach, but had stuck with the 
old one for consistency.  I'm OK with changing the API.  Should we now?


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