public sealed class Evaluation.Types.MultiConfidenceMetrics : IMessage<Evaluation.Types.MultiConfidenceMetrics>, IEquatable<Evaluation.Types.MultiConfidenceMetrics>, IDeepCloneable<Evaluation.Types.MultiConfidenceMetrics>, IBufferMessage, IMessageReference documentation and code samples for the Cloud Document AI v1 API class Evaluation.Types.MultiConfidenceMetrics.
Metrics across multiple confidence levels.
Implements
IMessageEvaluationTypesMultiConfidenceMetrics, IEquatableEvaluationTypesMultiConfidenceMetrics, IDeepCloneableEvaluationTypesMultiConfidenceMetrics, IBufferMessage, IMessageNamespace
Google.Cloud.DocumentAI.V1Assembly
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 |
|