Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ExplainResponse

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

Response message for PredictionService.Explain.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1ExplainResponse

Returns a new instance of GoogleCloudAiplatformV1beta1ExplainResponse.



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 5671

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

Instance Attribute Details

#concurrent_explanations ⇒ Hash<String,Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ExplainResponseConcurrentExplanation>

This field stores the results of the explanations run in parallel with The default explanation strategy/method. Corresponds to the JSON property concurrentExplanations

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 5652

def concurrent_explanations
  @concurrent_explanations
end

#deployed_model_id ⇒ String

ID of the Endpoint's DeployedModel that served this explanation. Corresponds to the JSON property deployedModelId

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 5657

def deployed_model_id
  @deployed_model_id
end

#explanations ⇒ Array<Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1Explanation>

The explanations of the Model's PredictResponse.predictions. It has the same number of elements as instances to be explained. Corresponds to the JSON property explanations

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 5663

def explanations
  @explanations
end

#predictions ⇒ Array<Object>

The predictions that are the output of the predictions call. Same as PredictResponse.predictions. Corresponds to the JSON property predictions

Returns:

  • (Array<Object>) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 5669

def predictions
  @predictions
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 5676

def update!(**args)
  @concurrent_explanations = args[:concurrent_explanations] if args.key?(:concurrent_explanations)
  @deployed_model_id = args[:deployed_model_id] if args.key?(:deployed_model_id)
  @explanations = args[:explanations] if args.key?(:explanations)
  @predictions = args[:predictions] if args.key?(:predictions)
end