GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_XraiAttribution (google_api_machine_learning v0.23.0) View Source
Attributes credit by computing the XRAI taking advantage of the model's fully differentiable structure. Refer to this paper for more details: https://arxiv.org/abs/1906.02825 Currently only implemented for models with natural image inputs.
Attributes
-
numIntegralSteps
(type:integer()
, default:nil
) - Number of steps for approximating the path integral. A good value to start is 50 and gradually increase until the sum to diff property is met within the desired error range.
Link to this section Summary
Functions
Unwrap a decoded JSON object into its complex fields.
Link to this section Types
Specs
t() :: %GoogleApi.MachineLearning.V1.Model.GoogleCloudMlV1_XraiAttribution{ numIntegralSteps: integer() }
Link to this section Functions
Specs
Unwrap a decoded JSON object into its complex fields.