Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1SchemaModelevaluationMetricsBoundingBoxMetricsConfidenceMetrics

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) ⇒ GoogleCloudAiplatformV1beta1SchemaModelevaluationMetricsBoundingBoxMetricsConfidenceMetrics

Returns a new instance of GoogleCloudAiplatformV1beta1SchemaModelevaluationMetricsBoundingBoxMetricsConfidenceMetrics.



43211
43212
43213
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 43211

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

Instance Attribute Details

#confidence_threshold ⇒ Float

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

Returns:

  • (Float) 


43194
43195
43196
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 43194

def confidence_threshold
  @confidence_threshold
end

#f1_score ⇒ Float

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

Returns:

  • (Float) 


43199
43200
43201
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 43199

def f1_score
  @f1_score
end

#precision ⇒ Float

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

Returns:

  • (Float) 


43204
43205
43206
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 43204

def precision
  @precision
end

#recall ⇒ Float

Recall under the given confidence threshold. Corresponds to the JSON property recall

Returns:

  • (Float) 


43209
43210
43211
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 43209

def recall
  @recall
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



43216
43217
43218
43219
43220
43221
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 43216

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