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Enumeration KnownClassificationMultilabelPrimaryMetrics

Package version

Known values of ClassificationMultilabelPrimaryMetrics that the service accepts.

Index

Enumeration members

AUCWeighted

AUCWeighted: = "AUCWeighted"

AUC is the Area under the curve. This metric represents arithmetic mean of the score for each class, weighted by the number of true instances in each class.

Accuracy

Accuracy: = "Accuracy"

Accuracy is the ratio of predictions that exactly match the true class labels.

AveragePrecisionScoreWeighted

AveragePrecisionScoreWeighted: = "AveragePrecisionScoreWeighted"

The arithmetic mean of the average precision score for each class, weighted by the number of true instances in each class.

IOU

IOU: = "IOU"

Intersection Over Union. Intersection of predictions divided by union of predictions.

NormMacroRecall

NormMacroRecall: = "NormMacroRecall"

Normalized macro recall is recall macro-averaged and normalized, so that random performance has a score of 0, and perfect performance has a score of 1.

PrecisionScoreWeighted

PrecisionScoreWeighted: = "PrecisionScoreWeighted"

The arithmetic mean of precision for each class, weighted by number of true instances in each class.

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