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DataDriftMonitoringSignal Constructor

  • Reference

Definition

Namespace:
Azure.ResourceManager.MachineLearning.Models
Assembly:
Azure.ResourceManager.MachineLearning.dll
Package:
Azure.ResourceManager.MachineLearning v1.2.1
Package:
Azure.ResourceManager.MachineLearning v1.2.0-beta.3
Source:
DataDriftMonitoringSignal.cs

Initializes a new instance of DataDriftMonitoringSignal.

public DataDriftMonitoringSignal (System.Collections.Generic.IEnumerable<Azure.ResourceManager.MachineLearning.Models.DataDriftMetricThresholdBase> metricThresholds, Azure.ResourceManager.MachineLearning.Models.MonitoringInputDataBase productionData, Azure.ResourceManager.MachineLearning.Models.MonitoringInputDataBase referenceData);
new Azure.ResourceManager.MachineLearning.Models.DataDriftMonitoringSignal : seq<Azure.ResourceManager.MachineLearning.Models.DataDriftMetricThresholdBase> * Azure.ResourceManager.MachineLearning.Models.MonitoringInputDataBase * Azure.ResourceManager.MachineLearning.Models.MonitoringInputDataBase -> Azure.ResourceManager.MachineLearning.Models.DataDriftMonitoringSignal
Public Sub New (metricThresholds As IEnumerable(Of DataDriftMetricThresholdBase), productionData As MonitoringInputDataBase, referenceData As MonitoringInputDataBase)

Parameters

metricThresholds
IEnumerable<DataDriftMetricThresholdBase>

[Required] A list of metrics to calculate and their associated thresholds. Please note DataDriftMetricThresholdBase is the base class. According to the scenario, a derived class of the base class might need to be assigned here, or this property needs to be casted to one of the possible derived classes. The available derived classes include CategoricalDataDriftMetricThreshold and NumericalDataDriftMetricThreshold.

productionData
MonitoringInputDataBase

[Required] The data which drift will be calculated for. Please note MonitoringInputDataBase is the base class. According to the scenario, a derived class of the base class might need to be assigned here, or this property needs to be casted to one of the possible derived classes. The available derived classes include FixedInputData, RollingInputData and StaticInputData.

referenceData
MonitoringInputDataBase

[Required] The data to calculate drift against. Please note MonitoringInputDataBase is the base class. According to the scenario, a derived class of the base class might need to be assigned here, or this property needs to be casted to one of the possible derived classes. The available derived classes include FixedInputData, RollingInputData and StaticInputData.

Exceptions

ArgumentNullException

metricThresholds, productionData or referenceData is null.

Applies to