Class ModelMonitoringStatsAnomalies.Types.FeatureHistoricStatsAnomalies

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

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
NameDescription
otherModelMonitoringStatsAnomalies.Types.FeatureHistoricStatsAnomalies

Properties

FeatureDisplayName

public string FeatureDisplayName { get; set; }

Display Name of the Feature.

Property Value
TypeDescription
String

PredictionStats

public RepeatedField<FeatureStatsAnomaly> PredictionStats { get; }

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

Property Value
TypeDescription
RepeatedField<FeatureStatsAnomaly>

Threshold

public ThresholdConfig Threshold { get; set; }

Threshold for anomaly detection.

Property Value
TypeDescription
ThresholdConfig

TrainingStats

public FeatureStatsAnomaly TrainingStats { get; set; }

Stats calculated for the Training Dataset.

Property Value
TypeDescription
FeatureStatsAnomaly