Class ModelMonitoringStatsAnomalies.Types.FeatureHistoricStatsAnomalies (2.1.0)

Version 2.1.0

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

Historical Stats (and Anomalies) for a specific Feature.

Inheritance

Object > ModelMonitoringStatsAnomalies.Types.FeatureHistoricStatsAnomalies

Implements

IMessage<ModelMonitoringStatsAnomalies.Types.FeatureHistoricStatsAnomalies>, IEquatable<ModelMonitoringStatsAnomalies.Types.FeatureHistoricStatsAnomalies>, IDeepCloneable<ModelMonitoringStatsAnomalies.Types.FeatureHistoricStatsAnomalies>, IBufferMessage, IMessage

Inherited Members

Object.GetHashCode()

Object.GetType()

Object.MemberwiseClone()

Object.ToString()

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

FeatureHistoricStatsAnomalies()

public FeatureHistoricStatsAnomalies()

FeatureHistoricStatsAnomalies(ModelMonitoringStatsAnomalies.Types.FeatureHistoricStatsAnomalies)

public FeatureHistoricStatsAnomalies(ModelMonitoringStatsAnomalies.Types.FeatureHistoricStatsAnomalies other)

Parameter
Name	Description
other	ModelMonitoringStatsAnomalies.Types.FeatureHistoricStatsAnomalies

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
RepeatedField<FeatureStatsAnomaly>

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