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

Implements

IMessage<Evaluation.Types.MultiConfidenceMetrics>, IEquatable<Evaluation.Types.MultiConfidenceMetrics>, IDeepCloneable<Evaluation.Types.MultiConfidenceMetrics>, IBufferMessage, IMessage

Inherited Members

Object.GetHashCode()

Object.GetType()

Object.MemberwiseClone()

Object.ToString()

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
Name	Description
`other`	`Evaluation.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
Type	Description
`Single`

AuprcExact

public float AuprcExact { get; set; }

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

Property Value
Type	Description
`Single`

ConfidenceLevelMetrics

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

Metrics across confidence levels with fuzzy matching enabled.

Property Value
Type	Description
`RepeatedField<Evaluation.Types.ConfidenceLevelMetrics>`

ConfidenceLevelMetricsExact

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

Metrics across confidence levels with only exact matching.

Property Value
Type	Description
`RepeatedField<Evaluation.Types.ConfidenceLevelMetrics>`

EstimatedCalibrationError

public float EstimatedCalibrationError { get; set; }

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

Property Value
Type	Description
`Single`

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
`Single`

MetricsType

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

The metrics type for the label.

Property Value
Type	Description
`Evaluation.Types.MultiConfidenceMetrics.Types.MetricsType`