ArmMachineLearningModelFactory.DataDriftMonitoringSignal Method

Definition

Namespace:

Azure.ResourceManager.MachineLearning.Models

Assembly:

Azure.ResourceManager.MachineLearning.dll

Package:

Azure.ResourceManager.MachineLearning v1.3.0

Source:

ArmMachineLearningModelFactory.cs

The DataDriftMonitoringSignal.

public static Azure.ResourceManager.MachineLearning.Models.DataDriftMonitoringSignal DataDriftMonitoringSignal(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.MonitoringFeatureFilterBase features = default, System.Collections.Generic.IEnumerable<Azure.ResourceManager.MachineLearning.Models.DataDriftMetricThresholdBase> metricThresholds = default, Azure.ResourceManager.MachineLearning.Models.MonitoringInputDataBase productionData = default, Azure.ResourceManager.MachineLearning.Models.MonitoringInputDataBase referenceData = default);

static member DataDriftMonitoringSignal : 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.MonitoringFeatureFilterBase * seq<Azure.ResourceManager.MachineLearning.Models.DataDriftMetricThresholdBase> * Azure.ResourceManager.MachineLearning.Models.MonitoringInputDataBase * Azure.ResourceManager.MachineLearning.Models.MonitoringInputDataBase -> Azure.ResourceManager.MachineLearning.Models.DataDriftMonitoringSignal

Public Shared Function DataDriftMonitoringSignal (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 features As MonitoringFeatureFilterBase = Nothing, Optional metricThresholds As IEnumerable(Of DataDriftMetricThresholdBase) = Nothing, Optional productionData As MonitoringInputDataBase = Nothing, Optional referenceData As MonitoringInputDataBase = Nothing) As DataDriftMonitoringSignal

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

The settings for computing feature importance.

features

MonitoringFeatureFilterBase

The feature filter which identifies which feature to calculate drift over.

metricThresholds

IEnumerable<DataDriftMetricThresholdBase>

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

productionData

MonitoringInputDataBase

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

referenceData

MonitoringInputDataBase

[Required] The data to calculate drift against.

Returns

DataDriftMonitoringSignal

A new DataDriftMonitoringSignal instance for mocking.