Class XPSEvaluationMetrics

Contains xPS-specific model evaluation metrics either for a single annotation spec (label), or for the model overall. Next tag: 18.

Inheritance

object

XPSEvaluationMetrics

Implements

IDirectResponseSchema

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Namespace: Google.Apis.CloudNaturalLanguage.v1beta2.Data

Assembly: Google.Apis.CloudNaturalLanguage.v1beta2.dll

Syntax

public class XPSEvaluationMetrics : IDirectResponseSchema

Properties

AnnotationSpecIdToken

The annotation_spec for which this evaluation metrics instance had been created. Empty iff this is an overall model evaluation (like Tables evaluation metrics), i.e. aggregated across all labels. The value comes from the input annotations in AnnotatedExample. For MVP product or for text sentiment models where annotation_spec_id_token is not available, set label instead.

Declaration

[JsonProperty("annotationSpecIdToken")]
public virtual string AnnotationSpecIdToken { get; set; }

Property Value

Type	Description
string

Category

The integer category label for which this evaluation metric instance had been created. Valid categories are 0 or higher. Overall model evaluation should set this to negative values (rather than implicit zero). Only used for Image Segmentation (prefer to set annotation_spec_id_token instead). Note: uCAIP Image Segmentation should use annotation_spec_id_token.

Declaration

[JsonProperty("category")]
public virtual int? Category { get; set; }

Property Value

Type	Description
int?

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

EvaluatedExampleCount

The number of examples used to create this evaluation metrics instance.

Declaration

[JsonProperty("evaluatedExampleCount")]
public virtual int? EvaluatedExampleCount { get; set; }

Property Value

Type	Description
int?

ImageClassificationEvalMetrics

Declaration

[JsonProperty("imageClassificationEvalMetrics")]
public virtual XPSClassificationEvaluationMetrics ImageClassificationEvalMetrics { get; set; }

Property Value

Type	Description
XPSClassificationEvaluationMetrics

ImageObjectDetectionEvalMetrics

Declaration

[JsonProperty("imageObjectDetectionEvalMetrics")]
public virtual XPSImageObjectDetectionEvaluationMetrics ImageObjectDetectionEvalMetrics { get; set; }

Property Value

Type	Description
XPSImageObjectDetectionEvaluationMetrics

ImageSegmentationEvalMetrics

Declaration

[JsonProperty("imageSegmentationEvalMetrics")]
public virtual XPSImageSegmentationEvaluationMetrics ImageSegmentationEvalMetrics { get; set; }

Property Value

Type	Description
XPSImageSegmentationEvaluationMetrics

Label

The label for which this evaluation metrics instance had been created. Empty iff this is an overall model evaluation (like Tables evaluation metrics), i.e. aggregated across all labels. The label maps to AnnotationSpec.display_name in Public API protos. Only used by MVP implementation and text sentiment FULL implementation.

Declaration

[JsonProperty("label")]
public virtual string Label { get; set; }

Property Value

Type	Description
string

RegressionEvalMetrics

Declaration

[JsonProperty("regressionEvalMetrics")]
public virtual XPSRegressionEvaluationMetrics RegressionEvalMetrics { get; set; }

Property Value

Type	Description
XPSRegressionEvaluationMetrics

TablesClassificationEvalMetrics

Declaration

[JsonProperty("tablesClassificationEvalMetrics")]
public virtual XPSClassificationEvaluationMetrics TablesClassificationEvalMetrics { get; set; }

Property Value

Type	Description
XPSClassificationEvaluationMetrics

TablesEvalMetrics

Declaration

[JsonProperty("tablesEvalMetrics")]
public virtual XPSTablesEvaluationMetrics TablesEvalMetrics { get; set; }

Property Value

Type	Description
XPSTablesEvaluationMetrics

TextClassificationEvalMetrics

Declaration

[JsonProperty("textClassificationEvalMetrics")]
public virtual XPSClassificationEvaluationMetrics TextClassificationEvalMetrics { get; set; }

Property Value

Type	Description
XPSClassificationEvaluationMetrics

TextExtractionEvalMetrics

Declaration

[JsonProperty("textExtractionEvalMetrics")]
public virtual XPSTextExtractionEvaluationMetrics TextExtractionEvalMetrics { get; set; }

Property Value

Type	Description
XPSTextExtractionEvaluationMetrics

TextSentimentEvalMetrics

Declaration

[JsonProperty("textSentimentEvalMetrics")]
public virtual XPSTextSentimentEvaluationMetrics TextSentimentEvalMetrics { get; set; }

Property Value

Type	Description
XPSTextSentimentEvaluationMetrics

TranslationEvalMetrics

Declaration

[JsonProperty("translationEvalMetrics")]
public virtual XPSTranslationEvaluationMetrics TranslationEvalMetrics { get; set; }

Property Value

Type	Description
XPSTranslationEvaluationMetrics

VideoActionRecognitionEvalMetrics

Declaration

[JsonProperty("videoActionRecognitionEvalMetrics")]
public virtual XPSVideoActionRecognitionEvaluationMetrics VideoActionRecognitionEvalMetrics { get; set; }

Property Value

Type	Description
XPSVideoActionRecognitionEvaluationMetrics

VideoClassificationEvalMetrics

Declaration

[JsonProperty("videoClassificationEvalMetrics")]
public virtual XPSClassificationEvaluationMetrics VideoClassificationEvalMetrics { get; set; }

Property Value

Type	Description
XPSClassificationEvaluationMetrics

VideoObjectTrackingEvalMetrics

Declaration

[JsonProperty("videoObjectTrackingEvalMetrics")]
public virtual XPSVideoObjectTrackingEvaluationMetrics VideoObjectTrackingEvalMetrics { get; set; }

Property Value

Type	Description
XPSVideoObjectTrackingEvaluationMetrics

Implements

IDirectResponseSchema