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

    https://github.com/apache/spark/pull/13981#discussion_r69333966
  
    --- Diff: 
mllib/src/test/scala/org/apache/spark/ml/regression/DecisionTreeRegressorSuite.scala
 ---
    @@ -96,6 +108,15 @@ class DecisionTreeRegressorSuite
           assert(variance === expectedVariance,
             s"Expected variance $expectedVariance but got $variance.")
         }
    +
    +    val toyDF = TreeTests.setMetadata(toyData, Map.empty[Int, Int], 0)
    +    dt.setMaxDepth(1)
    +      .setMaxBins(6)
    --- End diff --
    
    I verified and my intuition was correct. I get this warning for the default 
setting:
    
     WARN DecisionTreeMetadata: DecisionTree reducing maxBins from 32 to 6 (= 
number of training instances)



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