evaluation

BinaryClassifierEvaluator

object BinaryClassifierEvaluator

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  6. def apply(predictions: RDD[Boolean], actuals: RDD[Boolean]): BinaryClassificationMetrics

    Calculates the contingency table and binary classification metrics for a binary classifier given predictions and truth labels

    Calculates the contingency table and binary classification metrics for a binary classifier given predictions and truth labels

    Similar to MLlib's org.apache.spark.mllib.evaluation.BinaryClassificationMetrics, but runs in one pass, but only contains metrics that can be calculated from the contingency table

    predictions

    An RDD[Boolean] containing the predictions

    actuals

    An RDD[Boolean] containing the true labels, must be zippable with predictions

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