View Source GoogleApi.Language.V2.Model.XPSResponseExplanationParameters (google_api_language v0.16.0)
Attributes
-
integratedGradientsAttribution
(type:GoogleApi.Language.V2.Model.XPSIntegratedGradientsAttribution.t
, default:nil
) - An attribution method that computes Aumann-Shapley values taking advantage of the model's fully differentiable structure. Refer to this paper for more details: https://arxiv.org/abs/1703.01365 -
xraiAttribution
(type:GoogleApi.Language.V2.Model.XPSXraiAttribution.t
, default:nil
) - An attribution method that redistributes Integrated Gradients attribution 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 XRAI currently performs better on natural images, like a picture of a house or an animal. If the images are taken in artificial environments, like a lab or manufacturing line, or from diagnostic equipment, like x-rays or quality-control cameras, use Integrated Gradients instead.
Summary
Functions
Unwrap a decoded JSON object into its complex fields.
Types
@type t() :: %GoogleApi.Language.V2.Model.XPSResponseExplanationParameters{ integratedGradientsAttribution: GoogleApi.Language.V2.Model.XPSIntegratedGradientsAttribution.t() | nil, xraiAttribution: GoogleApi.Language.V2.Model.XPSXraiAttribution.t() | nil }
Functions
Unwrap a decoded JSON object into its complex fields.