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

    https://github.com/apache/spark/pull/3094#discussion_r19857572
  
    --- 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 --
    
    Note on binary compatibility: If we add new parameters later, it will 
change the constructor signature. Then we need to provide auxiliary 
constructors to maintain binary compatibility, which makes the code hard to 
maintain in the long run. We can hide constructors with parameters and only 
expose the one without any parameters. Then check the required parameters at 
runtime by adding `def validate()`.


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