Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaModelevaluationMetricsImageSegmentationEvaluationMetrics

Inherits:

Object

• Object
• Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaModelevaluationMetricsImageSegmentationEvaluationMetrics

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 image segmentation evaluation results.

Instance Attribute Summary

• #confidence_metrics_entries ⇒ Array<Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaModelevaluationMetricsImageSegmentationEvaluationMetricsConfidenceMetricsEntry>

  Metrics for each confidenceThreshold in 0.00,0.05,0.10,...,0.95,0.96,0.97,0.98, 0.99 Precision-recall curve can be derived from it.

Instance Method Summary

• #initialize(**args) ⇒ GoogleCloudAiplatformV1SchemaModelevaluationMetricsImageSegmentationEvaluationMetrics constructor

  A new instance of GoogleCloudAiplatformV1SchemaModelevaluationMetricsImageSegmentationEvaluationMetrics.

• #update!(**args) ⇒ Object

  Update properties of this object.

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1SchemaModelevaluationMetricsImageSegmentationEvaluationMetrics

Returns a new instance of GoogleCloudAiplatformV1SchemaModelevaluationMetricsImageSegmentationEvaluationMetrics.

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26623

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

Instance Attribute Details

#confidence_metrics_entries ⇒ Array<Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaModelevaluationMetricsImageSegmentationEvaluationMetricsConfidenceMetricsEntry>

Metrics for each confidenceThreshold in 0.00,0.05,0.10,...,0.95,0.96,0.97,0.98, 0.99 Precision-recall curve can be derived from it. Corresponds to the JSON property confidenceMetricsEntries

Returns:

• (Array<Google::Apis::AiplatformV1::GoogleCloudAiplatformV1SchemaModelevaluationMetricsImageSegmentationEvaluationMetricsConfidenceMetricsEntry>)

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26621

def confidence_metrics_entries
  @confidence_metrics_entries
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object

# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26628

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