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ModelPerformanceSignal Constructor

  • Reference

Definition

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

Initializes a new instance of ModelPerformanceSignal.

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

Parameters

metricThreshold
ModelPerformanceMetricThresholdBase

[Required] A list of metrics to calculate and their associated thresholds. Please note ModelPerformanceMetricThresholdBase 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 ClassificationModelPerformanceMetricThreshold and RegressionModelPerformanceMetricThreshold.

productionData
IEnumerable<MonitoringInputDataBase>

[Required] The data produced by the production service 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, StaticInputData and TrailingInputData.

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, StaticInputData and TrailingInputData.

Exceptions

ArgumentNullException

metricThreshold, productionData or referenceData is null.

Applies to