Class GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveSpecFeatureAttributionSpec

Feature attribution monitoring spec.

Inheritance

object

GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveSpecFeatureAttributionSpec

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 GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveSpecFeatureAttributionSpec : IDirectResponseSchema

Properties

BatchExplanationDedicatedResources

The config of resources used by the Model Monitoring during the batch explanation for non-AutoML models. If not set, n1-standard-2 machine type will be used by default.

Declaration

[JsonProperty("batchExplanationDedicatedResources")]
public virtual GoogleCloudAiplatformV1beta1BatchDedicatedResources BatchExplanationDedicatedResources { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1BatchDedicatedResources

DefaultAlertCondition

Default alert condition for all the features.

Declaration

[JsonProperty("defaultAlertCondition")]
public virtual GoogleCloudAiplatformV1beta1ModelMonitoringAlertCondition DefaultAlertCondition { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1ModelMonitoringAlertCondition

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

FeatureAlertConditions

Per feature alert condition will override default alert condition.

Declaration

[JsonProperty("featureAlertConditions")]
public virtual IDictionary<string, GoogleCloudAiplatformV1beta1ModelMonitoringAlertCondition> FeatureAlertConditions { get; set; }

Property Value

Type	Description
IDictionary<string, GoogleCloudAiplatformV1beta1ModelMonitoringAlertCondition>

Features

Feature names interested in monitoring. These should be a subset of the input feature names specified in the monitoring schema. If the field is not specified all features outlied in the monitoring schema will be used.

Declaration

[JsonProperty("features")]
public virtual IList<string> Features { get; set; }

Property Value

Type	Description
IList<string>

Implements

IDirectResponseSchema