Class XPSEvaluationMetrics
Contains xPS-specific model evaluation metrics either for a single annotation spec (label), or for the model
overall. Next tag: 18.
Inheritance
XPSEvaluationMetrics
Assembly: Google.Apis.CloudNaturalLanguage.v2.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
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
ETag
Declaration
public virtual string ETag { get; set; }
Property Value
EvaluatedExampleCount
The number of examples used to create this evaluation metrics instance.
Declaration
[JsonProperty("evaluatedExampleCount")]
public virtual int? EvaluatedExampleCount { get; set; }
Property Value
ImageClassificationEvalMetrics
Declaration
[JsonProperty("imageClassificationEvalMetrics")]
public virtual XPSClassificationEvaluationMetrics ImageClassificationEvalMetrics { get; set; }
Property Value
ImageObjectDetectionEvalMetrics
Declaration
[JsonProperty("imageObjectDetectionEvalMetrics")]
public virtual XPSImageObjectDetectionEvaluationMetrics ImageObjectDetectionEvalMetrics { get; set; }
Property Value
ImageSegmentationEvalMetrics
Declaration
[JsonProperty("imageSegmentationEvalMetrics")]
public virtual XPSImageSegmentationEvaluationMetrics ImageSegmentationEvalMetrics { get; set; }
Property Value
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
RegressionEvalMetrics
Declaration
[JsonProperty("regressionEvalMetrics")]
public virtual XPSRegressionEvaluationMetrics RegressionEvalMetrics { get; set; }
Property Value
TablesClassificationEvalMetrics
Declaration
[JsonProperty("tablesClassificationEvalMetrics")]
public virtual XPSClassificationEvaluationMetrics TablesClassificationEvalMetrics { get; set; }
Property Value
TablesEvalMetrics
Declaration
[JsonProperty("tablesEvalMetrics")]
public virtual XPSTablesEvaluationMetrics TablesEvalMetrics { get; set; }
Property Value
TextClassificationEvalMetrics
Declaration
[JsonProperty("textClassificationEvalMetrics")]
public virtual XPSClassificationEvaluationMetrics TextClassificationEvalMetrics { get; set; }
Property Value
Declaration
[JsonProperty("textExtractionEvalMetrics")]
public virtual XPSTextExtractionEvaluationMetrics TextExtractionEvalMetrics { get; set; }
Property Value
TextSentimentEvalMetrics
Declaration
[JsonProperty("textSentimentEvalMetrics")]
public virtual XPSTextSentimentEvaluationMetrics TextSentimentEvalMetrics { get; set; }
Property Value
TranslationEvalMetrics
Declaration
[JsonProperty("translationEvalMetrics")]
public virtual XPSTranslationEvaluationMetrics TranslationEvalMetrics { get; set; }
Property Value
VideoActionRecognitionEvalMetrics
Declaration
[JsonProperty("videoActionRecognitionEvalMetrics")]
public virtual XPSVideoActionRecognitionEvaluationMetrics VideoActionRecognitionEvalMetrics { get; set; }
Property Value
VideoClassificationEvalMetrics
Declaration
[JsonProperty("videoClassificationEvalMetrics")]
public virtual XPSClassificationEvaluationMetrics VideoClassificationEvalMetrics { get; set; }
Property Value
VideoObjectTrackingEvalMetrics
Declaration
[JsonProperty("videoObjectTrackingEvalMetrics")]
public virtual XPSVideoObjectTrackingEvaluationMetrics VideoObjectTrackingEvalMetrics { get; set; }
Property Value
Implements