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

    https://github.com/apache/spark/pull/4677#discussion_r25062848
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/mllib/tree/GradientBoostedTrees.scala ---
    @@ -76,8 +77,42 @@ class GradientBoostedTrees(private val boostingStrategy: 
BoostingStrategy)
       def run(input: JavaRDD[LabeledPoint]): GradientBoostedTreesModel = {
         run(input.rdd)
       }
    -}
     
    +  /**
    +   * Method to validate a gradient boosting model
    +   * @param input Training dataset: RDD of 
[[org.apache.spark.mllib.regression.LabeledPoint]].
    +   * @param input Validation dataset: RDD of 
[[org.apache.spark.mllib.regression.LabeledPoint]].
    +   * @return a gradient boosted trees model that can be used for prediction
    +   */
    +  def runWithValidation(
    +      trainInput: RDD[LabeledPoint],
    +      validateInput: RDD[LabeledPoint]): GradientBoostedTreesModel = {
    --- End diff --
    
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