Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1SchemaModelevaluationMetricsTextExtractionEvaluationMetricsConfidenceMetrics

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

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1SchemaModelevaluationMetricsTextExtractionEvaluationMetricsConfidenceMetrics

Returns a new instance of GoogleCloudAiplatformV1beta1SchemaModelevaluationMetricsTextExtractionEvaluationMetricsConfidenceMetrics.



20060
20061
20062
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20060

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

Instance Attribute Details

#confidence_threshold ⇒ Float

Metrics are computed with an assumption that the Model never returns predictions with score lower than this value. Corresponds to the JSON property confidenceThreshold

Returns:

  • (Float) 


20043
20044
20045
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20043

def confidence_threshold
  @confidence_threshold
end

#f1_score ⇒ Float

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

Returns:

  • (Float) 


20048
20049
20050
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20048

def f1_score
  @f1_score
end

#precision ⇒ Float

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

Returns:

  • (Float) 


20053
20054
20055
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20053

def precision
  @precision
end

#recall ⇒ Float

Recall (True Positive Rate) for the given confidence threshold. Corresponds to the JSON property recall

Returns:

  • (Float) 


20058
20059
20060
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20058

def recall
  @recall
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



20065
20066
20067
20068
20069
20070
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 20065

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