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

Inherits:

Object

• Object
• Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaModelevaluationMetricsTextExtractionEvaluationMetrics

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

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

  Metrics that have confidence thresholds.

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

  Confusion matrix of the evaluation.

Instance Method Summary

• #initialize(**args) ⇒ GoogleCloudAiplatformV1SchemaModelevaluationMetricsTextExtractionEvaluationMetrics constructor

  A new instance of GoogleCloudAiplatformV1SchemaModelevaluationMetricsTextExtractionEvaluationMetrics.

• #update!(**args) ⇒ Object

  Update properties of this object.

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1SchemaModelevaluationMetricsTextExtractionEvaluationMetrics

Returns a new instance of GoogleCloudAiplatformV1SchemaModelevaluationMetricsTextExtractionEvaluationMetrics.

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20676

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:

• (Array<Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaModelevaluationMetricsTextExtractionEvaluationMetricsConfidenceMetrics>)

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20667

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:

• (Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaModelevaluationMetricsConfusionMatrix)

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20674

def confusion_matrix
  @confusion_matrix
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20681

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