Class GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveConfigExplanationConfig

The config for integrating with Vertex Explainable AI. Only applicable if the Model has explanation_spec populated.

Inheritance

object

GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveConfigExplanationConfig

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.v1beta1.Data

Assembly: Google.Apis.Aiplatform.v1beta1.dll

Syntax

public class GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveConfigExplanationConfig : IDirectResponseSchema

Properties

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

EnableFeatureAttributes

If want to analyze the Vertex Explainable AI feature attribute scores or not. If set to true, Vertex AI will log the feature attributions from explain response and do the skew/drift detection for them.

Declaration

[JsonProperty("enableFeatureAttributes")]
public virtual bool? EnableFeatureAttributes { get; set; }

Property Value

Type	Description
bool?

ExplanationBaseline

Predictions generated by the BatchPredictionJob using baseline dataset.

Declaration

[JsonProperty("explanationBaseline")]
public virtual GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveConfigExplanationConfigExplanationBaseline ExplanationBaseline { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveConfigExplanationConfigExplanationBaseline

Implements

IDirectResponseSchema