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Posted to reviews@spark.apache.org by jkbradley <gi...@git.apache.org> on 2015/10/02 03:02:24 UTC

[GitHub] spark pull request: [SPARK-7770] [ML] GBT validationTol change to ...

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

    https://github.com/apache/spark/pull/8549#discussion_r40984204
  
    --- Diff: mllib/src/main/scala/org/apache/spark/mllib/tree/GradientBoostedTrees.scala ---
    @@ -250,7 +250,8 @@ object GradientBoostedTrees extends Logging {
           predError = GradientBoostedTreesModel.updatePredictionError(
             input, predError, baseLearnerWeights(m), baseLearners(m), loss)
           predErrorCheckpointer.update(predError)
    -      logDebug("error of gbt = " + predError.values.mean())
    +      val currentPredError = predError.values.mean()
    --- End diff --
    
    Since this is only used in logDebug, it would be better to put it inside logDebug so that it is not computed if debug logging is turned off.


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