Class ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain

public sealed class FeatureValueDomain : IMessage<ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain>, IEquatable<ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain>, IDeepCloneable<ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain>, IBufferMessage, IMessage

Domain details of the input feature value. Provides numeric information about the feature, such as its range (min, max). If the feature has been pre-processed, for example with z-scoring, then it provides information about how to recover the original feature. For example, if the input feature is an image and it has been pre-processed to obtain 0-mean and stddev = 1 values, then original_mean, and original_stddev refer to the mean and stddev of the original feature (e.g. image tensor) from which input feature (with mean = 0 and stddev = 1) was obtained.

Inheritance

Object > ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

FeatureValueDomain()

public FeatureValueDomain()

FeatureValueDomain(ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain)

public FeatureValueDomain(ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain other)
Parameter
NameDescription
otherExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain

Properties

MaxValue

public float MaxValue { get; set; }

The maximum permissible value for this feature.

Property Value
TypeDescription
Single

MinValue

public float MinValue { get; set; }

The minimum permissible value for this feature.

Property Value
TypeDescription
Single

OriginalMean

public float OriginalMean { get; set; }

If this input feature has been normalized to a mean value of 0, the original_mean specifies the mean value of the domain prior to normalization.

Property Value
TypeDescription
Single

OriginalStddev

public float OriginalStddev { get; set; }

If this input feature has been normalized to a standard deviation of 1.0, the original_stddev specifies the standard deviation of the domain prior to normalization.

Property Value
TypeDescription
Single