Class GoogleCloudAiplatformV1ExplanationMetadataOutputMetadata

Metadata of the prediction output to be explained.

Inheritance

object

GoogleCloudAiplatformV1ExplanationMetadataOutputMetadata

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 GoogleCloudAiplatformV1ExplanationMetadataOutputMetadata : IDirectResponseSchema

Properties

DisplayNameMappingKey

Specify a field name in the prediction to look for the display name. Use this if the prediction contains the display names for the outputs. The display names in the prediction must have the same shape of the outputs, so that it can be located by Attribution.output_index for a specific output.

Declaration

[JsonProperty("displayNameMappingKey")]
public virtual string DisplayNameMappingKey { get; set; }

Property Value

Type	Description
string

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

IndexDisplayNameMapping

Static mapping between the index and display name. Use this if the outputs are a deterministic n-dimensional array, e.g. a list of scores of all the classes in a pre-defined order for a multi-classification Model. It's not feasible if the outputs are non-deterministic, e.g. the Model produces top-k classes or sort the outputs by their values. The shape of the value must be an n-dimensional array of strings. The number of dimensions must match that of the outputs to be explained. The Attribution.output_display_name is populated by locating in the mapping with Attribution.output_index.

Declaration

[JsonProperty("indexDisplayNameMapping")]
public virtual object IndexDisplayNameMapping { get; set; }

Property Value

Type	Description
object

OutputTensorName

Name of the output tensor. Required and is only applicable to Vertex AI provided images for Tensorflow.

Declaration

[JsonProperty("outputTensorName")]
public virtual string OutputTensorName { get; set; }

Property Value

Type	Description
string

Implements

IDirectResponseSchema