Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaModelevaluationMetricsTextExtractionEvaluationMetrics

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1/classes.rb,
lib/google/apis/aiplatform_v1/representations.rb,
lib/google/apis/aiplatform_v1/representations.rb

Overview

Metrics for text extraction evaluation results.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1SchemaModelevaluationMetricsTextExtractionEvaluationMetrics

Returns a new instance of GoogleCloudAiplatformV1SchemaModelevaluationMetricsTextExtractionEvaluationMetrics.



29065
29066
29067
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 29065

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#confidence_metrics ⇒ Array<Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaModelevaluationMetricsTextExtractionEvaluationMetricsConfidenceMetrics>

Metrics that have confidence thresholds. Precision-recall curve can be derived from them. Corresponds to the JSON property confidenceMetrics

Returns:



29056
29057
29058
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 29056

def confidence_metrics
  @confidence_metrics
end

#confusion_matrix ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaModelevaluationMetricsConfusionMatrix

Confusion matrix of the evaluation. Only set for Models where number of AnnotationSpecs is no more than 10. Only set for ModelEvaluations, not for ModelEvaluationSlices. Corresponds to the JSON property confusionMatrix

Returns:



29063
29064
29065
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 29063

def confusion_matrix
  @confusion_matrix
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



29070
29071
29072
29073
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 29070

def update!(**args)
  @confidence_metrics = args[:confidence_metrics] if args.key?(:confidence_metrics)
  @confusion_matrix = args[:confusion_matrix] if args.key?(:confusion_matrix)
end