Class: Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ClassificationMetrics

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/datalabeling_v1beta1/classes.rb,
lib/google/apis/datalabeling_v1beta1/representations.rb,
lib/google/apis/datalabeling_v1beta1/representations.rb

Overview

Metrics calculated for a classification model.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudDatalabelingV1beta1ClassificationMetrics

Returns a new instance of GoogleCloudDatalabelingV1beta1ClassificationMetrics.



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# File 'lib/google/apis/datalabeling_v1beta1/classes.rb', line 1306

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

Instance Attribute Details

#confusion_matrix ⇒ Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1ConfusionMatrix

Confusion matrix of the model running the classification. Only applicable when the metrics entry aggregates multiple labels. Not applicable when the entry is for a single label. Corresponds to the JSON property confusionMatrix

Returns:



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# File 'lib/google/apis/datalabeling_v1beta1/classes.rb', line 1298

def confusion_matrix
  @confusion_matrix
end

#pr_curve ⇒ Google::Apis::DatalabelingV1beta1::GoogleCloudDatalabelingV1beta1PrCurve

Precision-recall curve based on ground truth labels, predicted labels, and scores for the predicted labels. Corresponds to the JSON property prCurve

Returns:



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# File 'lib/google/apis/datalabeling_v1beta1/classes.rb', line 1304

def pr_curve
  @pr_curve
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/datalabeling_v1beta1/classes.rb', line 1311

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