Cloud Document AI v1 API - Class Evaluation.Types.MultiConfidenceMetrics (3.22.0)

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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

IMessageEvaluationTypesMultiConfidenceMetrics, IEquatableEvaluationTypesMultiConfidenceMetrics, IDeepCloneableEvaluationTypesMultiConfidenceMetrics, 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