FeatureAttributionDriftMonitoringSignal Class

  • Reference

Definition

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

The FeatureAttributionDriftMonitoringSignal.

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

Constructors

FeatureAttributionDriftMonitoringSignal(FeatureAttributionMetricThreshold, IEnumerable<MonitoringInputDataBase>, MonitoringInputDataBase)

Initializes a new instance of FeatureAttributionDriftMonitoringSignal.

Properties

MetricThreshold

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

The current notification mode for this signal.

(Inherited from MonitoringSignalBase)
ProductionData

[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.
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