Cloud Document AI v1 API - Class Evaluation.Types.MultiConfidenceMetrics (3.6.0)

public sealed class 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

Namespace

Google.Cloud.DocumentAI.V1

Assembly

Google.Cloud.DocumentAI.V1.dll

Constructors

MultiConfidenceMetrics()

public MultiConfidenceMetrics()

MultiConfidenceMetrics(Evaluation.Types.MultiConfidenceMetrics)

public MultiConfidenceMetrics(Evaluation.Types.MultiConfidenceMetrics other)
Parameter
NameDescription
otherEvaluation.Types.MultiConfidenceMetrics

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
TypeDescription
Single

AuprcExact

public float AuprcExact { get; set; }

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

Property Value
TypeDescription
Single

ConfidenceLevelMetrics

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

Metrics across confidence levels with fuzzy matching enabled.

Property Value
TypeDescription
RepeatedField<Evaluation.Types.ConfidenceLevelMetrics>

ConfidenceLevelMetricsExact

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

Metrics across confidence levels with only exact matching.

Property Value
TypeDescription
RepeatedField<Evaluation.Types.ConfidenceLevelMetrics>

EstimatedCalibrationError

public float EstimatedCalibrationError { get; set; }

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

Property Value
TypeDescription
Single

EstimatedCalibrationErrorExact

public float EstimatedCalibrationErrorExact { get; set; }

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

Property Value
TypeDescription
Single

MetricsType

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

The metrics type for the label.

Property Value
TypeDescription
Evaluation.Types.MultiConfidenceMetrics.Types.MetricsType