ArmMachineLearningModelFactory.FeatureAttributionDriftMonitoringSignal Method

Definition

Namespace:

Azure.ResourceManager.MachineLearning.Models

Assembly:

Azure.ResourceManager.MachineLearning.dll

Package:

Azure.ResourceManager.MachineLearning v1.3.0

Source:

ArmMachineLearningModelFactory.cs

The FeatureAttributionDriftMonitoringSignal.

public static Azure.ResourceManager.MachineLearning.Models.FeatureAttributionDriftMonitoringSignal FeatureAttributionDriftMonitoringSignal(System.Collections.Generic.IEnumerable<Azure.ResourceManager.MachineLearning.Models.MonitoringNotificationType> notificationTypes = default, System.Collections.Generic.IDictionary<string,string> properties = default, System.Collections.Generic.IDictionary<string,Azure.ResourceManager.MachineLearning.Models.MonitoringFeatureDataType> featureDataTypeOverride = default, Azure.ResourceManager.MachineLearning.Models.FeatureImportanceSettings featureImportanceSettings = default, Azure.ResourceManager.MachineLearning.Models.FeatureAttributionMetricThreshold metricThreshold = default, System.Collections.Generic.IEnumerable<Azure.ResourceManager.MachineLearning.Models.MonitoringInputDataBase> productionData = default, Azure.ResourceManager.MachineLearning.Models.MonitoringInputDataBase referenceData = default);

static member FeatureAttributionDriftMonitoringSignal : seq<Azure.ResourceManager.MachineLearning.Models.MonitoringNotificationType> * System.Collections.Generic.IDictionary<string, string> * System.Collections.Generic.IDictionary<string, Azure.ResourceManager.MachineLearning.Models.MonitoringFeatureDataType> * Azure.ResourceManager.MachineLearning.Models.FeatureImportanceSettings * Azure.ResourceManager.MachineLearning.Models.FeatureAttributionMetricThreshold * seq<Azure.ResourceManager.MachineLearning.Models.MonitoringInputDataBase> * Azure.ResourceManager.MachineLearning.Models.MonitoringInputDataBase -> Azure.ResourceManager.MachineLearning.Models.FeatureAttributionDriftMonitoringSignal

Public Shared Function FeatureAttributionDriftMonitoringSignal (Optional notificationTypes As IEnumerable(Of MonitoringNotificationType) = Nothing, Optional properties As IDictionary(Of String, String) = Nothing, Optional featureDataTypeOverride As IDictionary(Of String, MonitoringFeatureDataType) = Nothing, Optional featureImportanceSettings As FeatureImportanceSettings = Nothing, Optional metricThreshold As FeatureAttributionMetricThreshold = Nothing, Optional productionData As IEnumerable(Of MonitoringInputDataBase) = Nothing, Optional referenceData As MonitoringInputDataBase = Nothing) As FeatureAttributionDriftMonitoringSignal

Parameters

notificationTypes

IEnumerable<MonitoringNotificationType>

The current notification mode for this signal.

properties

IDictionary<String,String>

Property dictionary. Properties can be added, but not removed or altered.

featureDataTypeOverride

IDictionary<String,MonitoringFeatureDataType>

A dictionary that maps feature names to their respective data types.

featureImportanceSettings

FeatureImportanceSettings

[Required] The settings for computing feature importance.

metricThreshold

FeatureAttributionMetricThreshold

[Required] A list of metrics to calculate and their associated thresholds.

productionData

IEnumerable<MonitoringInputDataBase>

[Required] The data which drift will be calculated for.

referenceData

MonitoringInputDataBase

[Required] The data to calculate drift against.

Returns

FeatureAttributionDriftMonitoringSignal

A new FeatureAttributionDriftMonitoringSignal instance for mocking.