Cloud AI Platform v1 API - Class ModelMonitoringStatsAnomalies.Types.FeatureHistoricStatsAnomalies (2.27.0)

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public sealed class ModelMonitoringStatsAnomalies.Types.FeatureHistoricStatsAnomalies : IMessage<ModelMonitoringStatsAnomalies.Types.FeatureHistoricStatsAnomalies>, IEquatable<ModelMonitoringStatsAnomalies.Types.FeatureHistoricStatsAnomalies>, IDeepCloneable<ModelMonitoringStatsAnomalies.Types.FeatureHistoricStatsAnomalies>, IBufferMessage, IMessage

Reference documentation and code samples for the Cloud AI Platform v1 API class ModelMonitoringStatsAnomalies.Types.FeatureHistoricStatsAnomalies.

Historical Stats (and Anomalies) for a specific Feature.

Inheritance

object > ModelMonitoringStatsAnomalies.Types.FeatureHistoricStatsAnomalies

Implements

IMessageModelMonitoringStatsAnomaliesTypesFeatureHistoricStatsAnomalies, IEquatableModelMonitoringStatsAnomaliesTypesFeatureHistoricStatsAnomalies, IDeepCloneableModelMonitoringStatsAnomaliesTypesFeatureHistoricStatsAnomalies, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

FeatureHistoricStatsAnomalies()

public FeatureHistoricStatsAnomalies()

FeatureHistoricStatsAnomalies(FeatureHistoricStatsAnomalies)

public FeatureHistoricStatsAnomalies(ModelMonitoringStatsAnomalies.Types.FeatureHistoricStatsAnomalies other)

Parameter
Name	Description
other	ModelMonitoringStatsAnomaliesTypesFeatureHistoricStatsAnomalies

Properties

FeatureDisplayName

public string FeatureDisplayName { get; set; }

Display Name of the Feature.

Property Value
Type	Description
string

PredictionStats

public RepeatedField<FeatureStatsAnomaly> PredictionStats { get; }

A list of historical stats generated by different time window's Prediction Dataset.

Property Value
Type	Description
RepeatedFieldFeatureStatsAnomaly

Threshold

public ThresholdConfig Threshold { get; set; }

Threshold for anomaly detection.

Property Value
Type	Description
ThresholdConfig

TrainingStats

public FeatureStatsAnomaly TrainingStats { get; set; }

Stats calculated for the Training Dataset.

Property Value
Type	Description
FeatureStatsAnomaly