Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1SchemaModelevaluationMetricsTextExtractionEvaluationMetrics

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1beta1/classes.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb

Overview

Metrics for text extraction evaluation results.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1SchemaModelevaluationMetricsTextExtractionEvaluationMetrics

Returns a new instance of GoogleCloudAiplatformV1beta1SchemaModelevaluationMetricsTextExtractionEvaluationMetrics.



19122
19123
19124
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 19122

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

Instance Attribute Details

#confidence_metrics ⇒ Array<Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1SchemaModelevaluationMetricsTextExtractionEvaluationMetricsConfidenceMetrics>

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

Returns:



19113
19114
19115
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 19113

def confidence_metrics
  @confidence_metrics
end

#confusion_matrix ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1SchemaModelevaluationMetricsConfusionMatrix

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:



19120
19121
19122
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 19120

def confusion_matrix
  @confusion_matrix
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



19127
19128
19129
19130
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 19127

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