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From rotationsymmetry <>
Subject [GitHub] spark pull request: [SPARK-10686] [ML] Add quantilesCol to AFTSurv...
Date Tue, 22 Sep 2015 06:47:07 GMT
Github user rotationsymmetry commented on a diff in the pull request:
    --- Diff: mllib/src/main/scala/org/apache/spark/ml/regression/AFTSurvivalRegression.scala
    @@ -90,6 +108,12 @@ private[regression] trait AFTSurvivalRegressionParams extends Params
           SchemaUtils.checkColumnType(schema, $(censorCol), DoubleType)
           SchemaUtils.checkColumnType(schema, $(labelCol), DoubleType)
    +    if (hasQuantileProbabilities && hasQuantilesCol) {
    +      SchemaUtils.appendColumn(schema, $(quantilesCol), new VectorUDT)
    +    } else if (hasQuantileProbabilities || hasQuantilesCol) {
    +      logWarning("The output will not include quantiles column. " +
    +        "If you want to include, please set both quantileProbabilities and quantilesCol.")
    +    }
    --- End diff --
    I think the sematic is clear to me. On the other hand, can we consider these two as a
combo, i.e. 
    case class QuantileParams(quantileProbabilities: Array[Double], quantilesCol: String)
    Then the user will have to set both items simultaneously.
    Not sure it will work but try to brain storm. :)

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