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

    https://github.com/apache/spark/pull/21097#discussion_r186565756
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/regression/GBTRegressor.scala ---
    @@ -269,6 +269,20 @@ class GBTRegressionModel private[ml](
         new OldGBTModel(OldAlgo.Regression, _trees.map(_.toOld), _treeWeights)
       }
     
    +  /**
    +   * Method to compute error or loss for every iteration of gradient 
boosting.
    +   *
    +   * @param dataset Dataset for validation.
    --- End diff --
    
    Add doc for "loss" arg, including what the options are


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