Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1SchemaModelevaluationMetricsVideoActionMetricsConfidenceMetrics

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 a single confidence threshold.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1SchemaModelevaluationMetricsVideoActionMetricsConfidenceMetrics

Returns a new instance of GoogleCloudAiplatformV1beta1SchemaModelevaluationMetricsVideoActionMetricsConfidenceMetrics.



20789
20790
20791
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20789

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

Instance Attribute Details

#confidence_threshold ⇒ Float

Output only. The confidence threshold value used to compute the metrics. Corresponds to the JSON property confidenceThreshold

Returns:

  • (Float) 


20772
20773
20774
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20772

def confidence_threshold
  @confidence_threshold
end

#f1_score ⇒ Float

Output only. The harmonic mean of recall and precision. Corresponds to the JSON property f1Score

Returns:

  • (Float) 


20777
20778
20779
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20777

def f1_score
  @f1_score
end

#precision ⇒ Float

Output only. Precision for the given confidence threshold. Corresponds to the JSON property precision

Returns:

  • (Float) 


20782
20783
20784
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20782

def precision
  @precision
end

#recall ⇒ Float

Output only. Recall for the given confidence threshold. Corresponds to the JSON property recall

Returns:

  • (Float) 


20787
20788
20789
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20787

def recall
  @recall
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



20794
20795
20796
20797
20798
20799
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20794

def update!(**args)
  @confidence_threshold = args[:confidence_threshold] if args.key?(:confidence_threshold)
  @f1_score = args[:f1_score] if args.key?(:f1_score)
  @precision = args[:precision] if args.key?(:precision)
  @recall = args[:recall] if args.key?(:recall)
end