Class GoogleCloudAiplatformV1ExplainRequest

Request message for PredictionService.Explain.

Inheritance

object

GoogleCloudAiplatformV1ExplainRequest

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 GoogleCloudAiplatformV1ExplainRequest : IDirectResponseSchema

Properties

DeployedModelId

If specified, this ExplainRequest will be served by the chosen DeployedModel, overriding Endpoint.traffic_split.

Declaration

[JsonProperty("deployedModelId")]
public virtual string DeployedModelId { 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

ExplanationSpecOverride

If specified, overrides the explanation_spec of the DeployedModel. Can be used for explaining prediction results with different configurations, such as: - Explaining top-5 predictions results as opposed to top-1;

• Increasing path count or step count of the attribution methods to reduce approximate errors; - Using different baselines for explaining the prediction results.

Declaration

[JsonProperty("explanationSpecOverride")]
public virtual GoogleCloudAiplatformV1ExplanationSpecOverride ExplanationSpecOverride { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1ExplanationSpecOverride

Instances

Required. The instances that are the input to the explanation call. A DeployedModel may have an upper limit on the number of instances it supports per request, and when it is exceeded the explanation call errors in case of AutoML Models, or, in case of customer created Models, the behaviour is as documented by that Model. The schema of any single instance may be specified via Endpoint's DeployedModels' Model's PredictSchemata's instance_schema_uri.

Declaration

[JsonProperty("instances")]
public virtual IList<object> Instances { get; set; }

Property Value

Type	Description
IList<object>

Parameters

The parameters that govern the prediction. The schema of the parameters may be specified via Endpoint's DeployedModels' Model's PredictSchemata's parameters_schema_uri.

Declaration

[JsonProperty("parameters")]
public virtual object Parameters { get; set; }

Property Value

Type	Description
object

Implements

IDirectResponseSchema