Class FeatureNoiseSigma.Types.NoiseSigmaForFeature (2.3.0)

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public sealed class NoiseSigmaForFeature : IMessage<FeatureNoiseSigma.Types.NoiseSigmaForFeature>, IEquatable<FeatureNoiseSigma.Types.NoiseSigmaForFeature>, IDeepCloneable<FeatureNoiseSigma.Types.NoiseSigmaForFeature>, IBufferMessage, IMessage

Noise sigma for a single feature.

Inheritance

Object > FeatureNoiseSigma.Types.NoiseSigmaForFeature

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

NoiseSigmaForFeature()

public NoiseSigmaForFeature()

NoiseSigmaForFeature(FeatureNoiseSigma.Types.NoiseSigmaForFeature)

public NoiseSigmaForFeature(FeatureNoiseSigma.Types.NoiseSigmaForFeature other)
Parameter
NameDescription
otherFeatureNoiseSigma.Types.NoiseSigmaForFeature

Properties

Name

public string Name { get; set; }

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].

Property Value
TypeDescription
String

Sigma

public float Sigma { get; set; }

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][google.cloud.aiplatform.v1.SmoothGradConfig.noise_sigma] but represents the noise added to the current feature. Defaults to 0.1.

Property Value
TypeDescription
Single