trait Merit[T] extends AnyRef

Real-valued figure of merit on predictions of type T

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AnyRef, Any
Known Subclasses
CoefficientOfDetermination, RootMeanSquareError, StandardConfidence, StandardError, UncertaintyCorrelation
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  1. abstract def evaluate(predictionResult: PredictionResult[T], actual: Seq[T]): Double

    Apply the figure of merti to a prediction result and set of ground-truth values

    Apply the figure of merti to a prediction result and set of ground-truth values

    returns

    the value of the figure of merit

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  8. def estimate(pva: Iterable[(PredictionResult[T], Seq[T])]): (Double, Double)

    Estimate the merit and the uncertainty in the merit over batches of predicted and ground-truth values

    Estimate the merit and the uncertainty in the merit over batches of predicted and ground-truth values

    pva

    predicted-vs-actual data as an iterable over PredictionResult and ground-truth tuples

    returns

    the estimate of the merit value and the uncertainty in that estimate

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