Vertex AI v1beta1 API - Class ModelMonitoringObjectiveSpec (1.0.0-beta16)

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

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

Monitoring objectives spec.

Inheritance

object > ModelMonitoringObjectiveSpec

Implements

IMessage ModelMonitoringObjectiveSpec, IEquatable ModelMonitoringObjectiveSpec, IDeepCloneable ModelMonitoringObjectiveSpec, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

Namespace

Google.Cloud.AIPlatform.V1Beta1

Assembly

Google.Cloud.AIPlatform.V1Beta1.dll

Constructors

ModelMonitoringObjectiveSpec()

public ModelMonitoringObjectiveSpec()

ModelMonitoringObjectiveSpec(ModelMonitoringObjectiveSpec)

public ModelMonitoringObjectiveSpec(ModelMonitoringObjectiveSpec other)

Parameter
Name	Description
`other`	`ModelMonitoringObjectiveSpec`

Properties

BaselineDataset

public ModelMonitoringInput BaselineDataset { get; set; }

Baseline dataset. It could be the training dataset or production serving dataset from a previous period.

Property Value
Type	Description
`ModelMonitoringInput`

ExplanationSpec

public ExplanationSpec ExplanationSpec { get; set; }

The explanation spec. This spec is required when the objectives spec includes feature attribution objectives.

Property Value
Type	Description
`ExplanationSpec`

ObjectiveCase

public ModelMonitoringObjectiveSpec.ObjectiveOneofCase ObjectiveCase { get; }

Property Value
Type	Description
`ModelMonitoringObjectiveSpecObjectiveOneofCase`

TabularObjective

public ModelMonitoringObjectiveSpec.Types.TabularObjective TabularObjective { get; set; }

Tabular monitoring objective.

Property Value
Type	Description
`ModelMonitoringObjectiveSpecTypesTabularObjective`

TargetDataset

public ModelMonitoringInput TargetDataset { get; set; }

Target dataset.

Property Value
Type	Description
`ModelMonitoringInput`