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, IMessageReference 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.
Implements
IMessageExplanationMetadataTypesInputMetadataTypesFeatureValueDomain, IEquatableExplanationMetadataTypesInputMetadataTypesFeatureValueDomain, IDeepCloneableExplanationMetadataTypesInputMetadataTypesFeatureValueDomain, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Beta1Assembly
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 |
|