PredictionDriftMonitoringSignal Constructor

Definition

Namespace:

Azure.ResourceManager.MachineLearning.Models

Assembly:

Azure.ResourceManager.MachineLearning.dll

Package:

Azure.ResourceManager.MachineLearning v1.2.0-beta.3

Source:

PredictionDriftMonitoringSignal.cs

Initializes a new instance of PredictionDriftMonitoringSignal.

public PredictionDriftMonitoringSignal (System.Collections.Generic.IEnumerable<Azure.ResourceManager.MachineLearning.Models.PredictionDriftMetricThresholdBase> metricThresholds, Azure.ResourceManager.MachineLearning.Models.MonitoringModelType modelType, Azure.ResourceManager.MachineLearning.Models.MonitoringInputDataBase productionData, Azure.ResourceManager.MachineLearning.Models.MonitoringInputDataBase referenceData);

new Azure.ResourceManager.MachineLearning.Models.PredictionDriftMonitoringSignal : seq<Azure.ResourceManager.MachineLearning.Models.PredictionDriftMetricThresholdBase> * Azure.ResourceManager.MachineLearning.Models.MonitoringModelType * Azure.ResourceManager.MachineLearning.Models.MonitoringInputDataBase * Azure.ResourceManager.MachineLearning.Models.MonitoringInputDataBase -> Azure.ResourceManager.MachineLearning.Models.PredictionDriftMonitoringSignal

Public Sub New (metricThresholds As IEnumerable(Of PredictionDriftMetricThresholdBase), modelType As MonitoringModelType, productionData As MonitoringInputDataBase, referenceData As MonitoringInputDataBase)

Parameters

metricThresholds

IEnumerable<PredictionDriftMetricThresholdBase>

[Required] A list of metrics to calculate and their associated thresholds. Please note PredictionDriftMetricThresholdBase 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 CategoricalPredictionDriftMetricThreshold and NumericalPredictionDriftMetricThreshold.

modelType

MonitoringModelType

[Required] The type of the model monitored.

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, 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

metricThresholds, productionData or referenceData is null.