Cloud AI Platform v1beta1 API - Class ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain (1.0.0-beta09)

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

Reference documentation and code samples for the Cloud AI Platform v1beta1 API class ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain.

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

Implements

IMessage ExplanationMetadata Types InputMetadata Types FeatureValueDomain, IEquatable ExplanationMetadata Types InputMetadata Types FeatureValueDomain, IDeepCloneable ExplanationMetadata Types InputMetadata Types FeatureValueDomain, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

Namespace

Google.Cloud.AIPlatform.V1Beta1

Assembly

Google.Cloud.AIPlatform.V1Beta1.dll

Constructors

FeatureValueDomain()

public FeatureValueDomain()

FeatureValueDomain(FeatureValueDomain)

public FeatureValueDomain(ExplanationMetadata.Types.InputMetadata.Types.FeatureValueDomain other)

Parameter
Name	Description
`other`	`ExplanationMetadataTypesInputMetadataTypesFeatureValueDomain`

Properties

MaxValue

public float MaxValue { get; set; }

The maximum permissible value for this feature.

Property Value
Type	Description
`float`

MinValue

public float MinValue { get; set; }

The minimum permissible value for this feature.

Property Value
Type	Description
`float`

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
Type	Description
`float`

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
Type	Description
`float`