Vertex AI v1beta1 API - Class ModelMonitoringObjectiveSpec.Types.FeatureAttributionSpec (1.0.0-beta62)

Version latest

• 1.0.0-beta61 (latest)
• 1.0.0-beta60

public sealed class ModelMonitoringObjectiveSpec.Types.FeatureAttributionSpec : IMessage<ModelMonitoringObjectiveSpec.Types.FeatureAttributionSpec>, IEquatable<ModelMonitoringObjectiveSpec.Types.FeatureAttributionSpec>, IDeepCloneable<ModelMonitoringObjectiveSpec.Types.FeatureAttributionSpec>, IBufferMessage, IMessage

Reference documentation and code samples for the Vertex AI v1beta1 API class ModelMonitoringObjectiveSpec.Types.FeatureAttributionSpec.

Feature attribution monitoring spec.

Inheritance

object > ModelMonitoringObjectiveSpec.Types.FeatureAttributionSpec

Implements

IMessageModelMonitoringObjectiveSpecTypesFeatureAttributionSpec, IEquatableModelMonitoringObjectiveSpecTypesFeatureAttributionSpec, IDeepCloneableModelMonitoringObjectiveSpecTypesFeatureAttributionSpec, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

Namespace

Google.Cloud.AIPlatform.V1Beta1

Assembly

Google.Cloud.AIPlatform.V1Beta1.dll

Constructors

FeatureAttributionSpec()

public FeatureAttributionSpec()

FeatureAttributionSpec(FeatureAttributionSpec)

public FeatureAttributionSpec(ModelMonitoringObjectiveSpec.Types.FeatureAttributionSpec other)

Parameter
Name	Description
other	ModelMonitoringObjectiveSpecTypesFeatureAttributionSpec

Properties

BatchExplanationDedicatedResources

public BatchDedicatedResources BatchExplanationDedicatedResources { get; set; }

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.

Property Value
Type	Description
BatchDedicatedResources

DefaultAlertCondition

public ModelMonitoringAlertCondition DefaultAlertCondition { get; set; }

Default alert condition for all the features.

Property Value
Type	Description
ModelMonitoringAlertCondition

FeatureAlertConditions

public MapField<string, ModelMonitoringAlertCondition> FeatureAlertConditions { get; }

Per feature alert condition will override default alert condition.

Property Value
Type	Description
MapFieldstringModelMonitoringAlertCondition

Features

public RepeatedField<string> Features { get; }

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.

Property Value
Type	Description
RepeatedFieldstring