Class ModelMonitoringObjectiveConfig

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

Next ID: 6

Inheritance

Object > ModelMonitoringObjectiveConfig

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

ModelMonitoringObjectiveConfig()

public ModelMonitoringObjectiveConfig()

ModelMonitoringObjectiveConfig(ModelMonitoringObjectiveConfig)

public ModelMonitoringObjectiveConfig(ModelMonitoringObjectiveConfig other)
Parameter
NameDescription
otherModelMonitoringObjectiveConfig

Properties

ExplanationConfig

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

The config for integrating with Vertex Explainable AI.

Property Value
TypeDescription
ModelMonitoringObjectiveConfig.Types.ExplanationConfig

PredictionDriftDetectionConfig

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

The config for drift of prediction data.

Property Value
TypeDescription
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
TypeDescription
ModelMonitoringObjectiveConfig.Types.TrainingDataset

TrainingPredictionSkewDetectionConfig

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

The config for skew between training data and prediction data.

Property Value
TypeDescription
ModelMonitoringObjectiveConfig.Types.TrainingPredictionSkewDetectionConfig