Class GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig

The objective configuration for model monitoring, including the information needed to detect anomalies for one particular model.

Inheritance

object

GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig

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.v1.Data

Assembly: Google.Apis.Aiplatform.v1.dll

Syntax

public class GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig : IDirectResponseSchema

Properties

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

ExplanationConfig

The config for integrating with Vertex Explainable AI.

Declaration

[JsonProperty("explanationConfig")]
public virtual GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfig ExplanationConfig { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfig

PredictionDriftDetectionConfig

The config for drift of prediction data.

Declaration

[JsonProperty("predictionDriftDetectionConfig")]
public virtual GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig PredictionDriftDetectionConfig { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig

TrainingDataset

Training dataset for models. This field has to be set only if TrainingPredictionSkewDetectionConfig is specified.

Declaration

[JsonProperty("trainingDataset")]
public virtual GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset TrainingDataset { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset

TrainingPredictionSkewDetectionConfig

The config for skew between training data and prediction data.

Declaration

[JsonProperty("trainingPredictionSkewDetectionConfig")]
public virtual GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig TrainingPredictionSkewDetectionConfig { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig

Implements

IDirectResponseSchema