Class: Google::Apis::LanguageV2::XpsResponseExplanationParameters

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/language_v2/classes.rb,
lib/google/apis/language_v2/representations.rb,
lib/google/apis/language_v2/representations.rb

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ XpsResponseExplanationParameters

Returns a new instance of XpsResponseExplanationParameters.



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# File 'lib/google/apis/language_v2/classes.rb', line 3061

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

Instance Attribute Details

#integrated_gradients_attribution ⇒ Google::Apis::LanguageV2::XpsIntegratedGradientsAttribution

An attribution method that computes the Aumann-Shapley value taking advantage of the model's fully differentiable structure. Refer to this paper for more details: https://arxiv.org/abs/1703.01365 Corresponds to the JSON property integratedGradientsAttribution

Returns:



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# File 'lib/google/apis/language_v2/classes.rb', line 3051

def integrated_gradients_attribution
  @integrated_gradients_attribution
end

#xrai_attribution ⇒ Google::Apis::LanguageV2::XpsXraiAttribution

An explanation method that redistributes Integrated Gradients attributions to segmented regions, taking advantage of the model's fully differentiable structure. Refer to this paper for more details: https://arxiv.org/abs/1906. 02825 Only supports image Models (modality is IMAGE). Corresponds to the JSON property xraiAttribution

Returns:



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# File 'lib/google/apis/language_v2/classes.rb', line 3059

def xrai_attribution
  @xrai_attribution
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/language_v2/classes.rb', line 3066

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