Github user imatiach-msft commented on a diff in the pull request: https://github.com/apache/spark/pull/17086#discussion_r231760882 --- Diff: mllib/src/main/scala/org/apache/spark/mllib/evaluation/MulticlassMetrics.scala --- @@ -27,10 +27,17 @@ import org.apache.spark.sql.DataFrame /** * Evaluator for multiclass classification. * - * @param predictionAndLabels an RDD of (prediction, label) pairs. + * @param predAndLabelsWithOptWeight an RDD of (prediction, label, weight) or + * (prediction, label) pairs. */ @Since("1.1.0") -class MulticlassMetrics @Since("1.1.0") (predictionAndLabels: RDD[(Double, Double)]) { +class MulticlassMetrics @Since("3.0.0") (predAndLabelsWithOptWeight: RDD[_]) { + val predLabelsWeight: RDD[(Double, Double, Double)] = predAndLabelsWithOptWeight.map { + case (prediction: Double, label: Double, weight: Double) => + (prediction, label, weight) + case (prediction: Double, label: Double) => + (prediction, label, 1.0) --- End diff -- wow, great idea! done!
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