Class GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveSpec

Monitoring objectives spec.

Inheritance

object

GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveSpec

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 GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveSpec : IDirectResponseSchema

Properties

BaselineDataset

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

Declaration

[JsonProperty("baselineDataset")]
public virtual GoogleCloudAiplatformV1beta1ModelMonitoringInput BaselineDataset { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1ModelMonitoringInput

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

ExplanationSpec

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

Declaration

[JsonProperty("explanationSpec")]
public virtual GoogleCloudAiplatformV1beta1ExplanationSpec ExplanationSpec { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1ExplanationSpec

TabularObjective

Tabular monitoring objective.

Declaration

[JsonProperty("tabularObjective")]
public virtual GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveSpecTabularObjective TabularObjective { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveSpecTabularObjective

TargetDataset

Target dataset.

Declaration

[JsonProperty("targetDataset")]
public virtual GoogleCloudAiplatformV1beta1ModelMonitoringInput TargetDataset { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1ModelMonitoringInput

Implements

IDirectResponseSchema