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ModelPerformanceSignal Class

  • Reference

Definition

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

Model performance signal definition.

public class ModelPerformanceSignal : Azure.ResourceManager.MachineLearning.Models.MonitoringSignalBase
type ModelPerformanceSignal = class
    inherit MonitoringSignalBase
Public Class ModelPerformanceSignal
Inherits MonitoringSignalBase
Inheritance
Object
MonitoringSignalBase
ModelPerformanceSignal

Constructors

ModelPerformanceSignal(ModelPerformanceMetricThresholdBase, IEnumerable<MonitoringInputDataBase>, MonitoringInputDataBase)

Initializes a new instance of ModelPerformanceSignal.

Properties

DataSegment

The data segment.
MetricThreshold

[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.
Mode

The current notification mode for this signal.

(Inherited from MonitoringSignalBase)
NotificationTypes

The current notification mode for this signal.

(Inherited from MonitoringSignalBase)
ProductionData

[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.
Properties

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

(Inherited from MonitoringSignalBase)
ReferenceData

[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.

Applies to