class Google::Apis::MlV1::GoogleCloudMlV1IntegratedGradientsAttribution

Attributes credit by computing the Aumann-Shapley value taking advantage of the model's fully differentiable structure. Refer to this paper for more details: arxiv.org/abs/1703.01365

Attributes

num_integral_steps[RW]

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. Corresponds to the JSON property `numIntegralSteps` @return [Fixnum]

Public Class Methods

new(**args) click to toggle source
# File lib/google/apis/ml_v1/classes.rb, line 1341
def initialize(**args)
   update!(**args)
end

Public Instance Methods

update!(**args) click to toggle source

Update properties of this object

# File lib/google/apis/ml_v1/classes.rb, line 1346
def update!(**args)
  @num_integral_steps = args[:num_integral_steps] if args.key?(:num_integral_steps)
end