Class GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain

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

GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain

Implements

IDirectResponseSchema

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Namespace: Google.Apis.Aiplatform.v1.Data

Assembly: Google.Apis.Aiplatform.v1.dll

Syntax

public class GoogleCloudAiplatformV1ExplanationMetadataInputMetadataFeatureValueDomain : IDirectResponseSchema

Properties

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

MaxValue

The maximum permissible value for this feature.

Declaration

[JsonProperty("maxValue")]
public virtual float? MaxValue { get; set; }

Property Value

Type	Description
float?

MinValue

The minimum permissible value for this feature.

Declaration

[JsonProperty("minValue")]
public virtual float? MinValue { get; set; }

Property Value

Type	Description
float?

OriginalMean

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.

Declaration

[JsonProperty("originalMean")]
public virtual float? OriginalMean { get; set; }

Property Value

Type	Description
float?

OriginalStddev

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.

Declaration

[JsonProperty("originalStddev")]
public virtual float? OriginalStddev { get; set; }

Property Value

Type	Description
float?

Implements

IDirectResponseSchema