Class ModelMonitoringObjectiveConfig (2.3.0)

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

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

Inheritance

Object > ModelMonitoringObjectiveConfig

Implements

IMessage<ModelMonitoringObjectiveConfig>, IEquatable<ModelMonitoringObjectiveConfig>, IDeepCloneable<ModelMonitoringObjectiveConfig>, IBufferMessage, IMessage

Inherited Members

Object.GetHashCode()

Object.GetType()

Object.MemberwiseClone()

Object.ToString()

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

ModelMonitoringObjectiveConfig()

public ModelMonitoringObjectiveConfig()

ModelMonitoringObjectiveConfig(ModelMonitoringObjectiveConfig)

public ModelMonitoringObjectiveConfig(ModelMonitoringObjectiveConfig other)

Parameter
Name	Description
`other`	`ModelMonitoringObjectiveConfig`

Properties

ExplanationConfig

public ModelMonitoringObjectiveConfig.Types.ExplanationConfig ExplanationConfig { get; set; }

The config for integrating with Vertex Explainable AI.

Property Value
Type	Description
`ModelMonitoringObjectiveConfig.Types.ExplanationConfig`

PredictionDriftDetectionConfig

public ModelMonitoringObjectiveConfig.Types.PredictionDriftDetectionConfig PredictionDriftDetectionConfig { get; set; }

The config for drift of prediction data.

Property Value
Type	Description
`ModelMonitoringObjectiveConfig.Types.PredictionDriftDetectionConfig`

TrainingDataset

public ModelMonitoringObjectiveConfig.Types.TrainingDataset TrainingDataset { get; set; }

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

Property Value
Type	Description
`ModelMonitoringObjectiveConfig.Types.TrainingDataset`

TrainingPredictionSkewDetectionConfig

public ModelMonitoringObjectiveConfig.Types.TrainingPredictionSkewDetectionConfig TrainingPredictionSkewDetectionConfig { get; set; }

The config for skew between training data and prediction data.

Property Value
Type	Description
`ModelMonitoringObjectiveConfig.Types.TrainingPredictionSkewDetectionConfig`