Class: Google::Cloud::AIPlatform::V1::FeatureNoiseSigma::NoiseSigmaForFeature

Inherits:

Object

• Object
• Google::Cloud::AIPlatform::V1::FeatureNoiseSigma::NoiseSigmaForFeature

Extended by:

Protobuf::MessageExts::ClassMethods

Includes:

Protobuf::MessageExts

Defined in:

proto_docs/google/cloud/aiplatform/v1/explanation.rb

Overview

Noise sigma for a single feature.

Instance Attribute Summary

• #name ⇒ ::String

  The name of the input feature for which noise sigma is provided.

• #sigma ⇒ ::Float

  This represents the standard deviation of the Gaussian kernel that will be used to add noise to the feature prior to computing gradients.

Instance Attribute Details

#name ⇒ ::String

Returns The name of the input feature for which noise sigma is provided. The features are defined in [explanation metadata inputs][google.cloud.aiplatform.v1.ExplanationMetadata.inputs].

Returns:

• (::String) —

  The name of the input feature for which noise sigma is provided. The features are defined in [explanation metadata inputs][google.cloud.aiplatform.v1.ExplanationMetadata.inputs].

# File 'proto_docs/google/cloud/aiplatform/v1/explanation.rb', line 429

class NoiseSigmaForFeature
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#sigma ⇒ ::Float

Returns This represents the standard deviation of the Gaussian kernel that will be used to add noise to the feature prior to computing gradients. Similar to noise_sigma but represents the noise added to the current feature. Defaults to 0.1.

Returns:

• (::Float) —

  This represents the standard deviation of the Gaussian kernel that will be used to add noise to the feature prior to computing gradients. Similar to noise_sigma but represents the noise added to the current feature. Defaults to 0.1.

# File 'proto_docs/google/cloud/aiplatform/v1/explanation.rb', line 429

class NoiseSigmaForFeature
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end