Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1SchemaPredictPredictionTabularClassificationPredictionResult

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

Prediction output format for Tabular Classification.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1SchemaPredictPredictionTabularClassificationPredictionResult

Returns a new instance of GoogleCloudAiplatformV1beta1SchemaPredictPredictionTabularClassificationPredictionResult.



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 25087

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

Instance Attribute Details

#classes ⇒ Array<String>

The name of the classes being classified, contains all possible values of the target column. Corresponds to the JSON property classes

Returns:

  • (Array<String>) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 25079

def classes
  @classes
end

#scores ⇒ Array<Float>

The model's confidence in each class being correct, higher value means higher confidence. The N-th score corresponds to the N-th class in classes. Corresponds to the JSON property scores

Returns:

  • (Array<Float>) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 25085

def scores
  @scores
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 25092

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