Class: Google::Apis::LanguageV1::XpsResponseExplanationSpec

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/language_v1/classes.rb,
lib/google/apis/language_v1/representations.rb,
lib/google/apis/language_v1/representations.rb

Overview

Specification of Model explanation. Feature-based XAI in AutoML Vision ICN is deprecated, see b/288407203 for context.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ XpsResponseExplanationSpec

Returns a new instance of XpsResponseExplanationSpec.



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# File 'lib/google/apis/language_v1/classes.rb', line 3379

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

Instance Attribute Details

#explanation_type ⇒ String

Explanation type. For AutoML Image Classification models, possible values are:

  • image-integrated-gradients * image-xrai Corresponds to the JSON property explanationType

Returns:

  • (String) 


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# File 'lib/google/apis/language_v1/classes.rb', line 3367

def explanation_type
  @explanation_type
end

#metadata ⇒ Google::Apis::LanguageV1::XpsResponseExplanationMetadata

Metadata describing the Model's input and output for explanation. Corresponds to the JSON property metadata

Returns:



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# File 'lib/google/apis/language_v1/classes.rb', line 3372

def metadata
  @metadata
end

#parameters ⇒ Google::Apis::LanguageV1::XpsResponseExplanationParameters

Parameters that configure explaining of the Model's predictions. Corresponds to the JSON property parameters

Returns:



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# File 'lib/google/apis/language_v1/classes.rb', line 3377

def parameters
  @parameters
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/language_v1/classes.rb', line 3384

def update!(**args)
  @explanation_type = args[:explanation_type] if args.key?(:explanation_type)
  @metadata = args[:metadata] if args.key?(:metadata)
  @parameters = args[:parameters] if args.key?(:parameters)
end