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Cloud Document AI v1 API - Class Evaluation.Types.MultiConfidenceMetrics (3.21.0)

public sealed class Evaluation.Types.MultiConfidenceMetrics : IMessage<Evaluation.Types.MultiConfidenceMetrics>, IEquatable<Evaluation.Types.MultiConfidenceMetrics>, IDeepCloneable<Evaluation.Types.MultiConfidenceMetrics>, IBufferMessage, IMessage

Reference documentation and code samples for the Cloud Document AI v1 API class Evaluation.Types.MultiConfidenceMetrics.

Metrics across multiple confidence levels.

Inheritance

object > Evaluation.Types.MultiConfidenceMetrics

Implements

IMessage Evaluation Types MultiConfidenceMetrics, IEquatable Evaluation Types MultiConfidenceMetrics, IDeepCloneable Evaluation Types MultiConfidenceMetrics, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

Namespace

Google.Cloud.DocumentAI.V1

Assembly

Google.Cloud.DocumentAI.V1.dll

Constructors

MultiConfidenceMetrics()

public MultiConfidenceMetrics()

MultiConfidenceMetrics(MultiConfidenceMetrics)

public MultiConfidenceMetrics(Evaluation.Types.MultiConfidenceMetrics other)

Parameter
Name	Description
`other`	`EvaluationTypesMultiConfidenceMetrics`

Properties

Auprc

public float Auprc { get; set; }

The calculated area under the precision recall curve (AUPRC), computed by integrating over all confidence thresholds.

Property Value
Type	Description
`float`

AuprcExact

public float AuprcExact { get; set; }

The AUPRC for metrics with fuzzy matching disabled, i.e., exact matching only.

Property Value
Type	Description
`float`

ConfidenceLevelMetrics

public RepeatedField<Evaluation.Types.ConfidenceLevelMetrics> ConfidenceLevelMetrics { get; }

Metrics across confidence levels with fuzzy matching enabled.

Property Value
Type	Description
`RepeatedFieldEvaluationTypesConfidenceLevelMetrics`

ConfidenceLevelMetricsExact

public RepeatedField<Evaluation.Types.ConfidenceLevelMetrics> ConfidenceLevelMetricsExact { get; }

Metrics across confidence levels with only exact matching.

Property Value
Type	Description
`RepeatedFieldEvaluationTypesConfidenceLevelMetrics`

EstimatedCalibrationError

public float EstimatedCalibrationError { get; set; }

The Estimated Calibration Error (ECE) of the confidence of the predicted entities.

Property Value
Type	Description
`float`

EstimatedCalibrationErrorExact

public float EstimatedCalibrationErrorExact { get; set; }

The ECE for the predicted entities with fuzzy matching disabled, i.e., exact matching only.

Property Value
Type	Description
`float`

MetricsType

public Evaluation.Types.MultiConfidenceMetrics.Types.MetricsType MetricsType { get; set; }

The metrics type for the label.

Property Value
Type	Description
`EvaluationTypesMultiConfidenceMetricsTypesMetricsType`