PredictionDriftMonitoringSignal Class

Definition

Namespace:

Azure.ResourceManager.MachineLearning.Models

Assembly:

Azure.ResourceManager.MachineLearning.dll

Package:

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

Source:

PredictionDriftMonitoringSignal.cs

The PredictionDriftMonitoringSignal.

public class PredictionDriftMonitoringSignal : Azure.ResourceManager.MachineLearning.Models.MonitoringSignalBase

type PredictionDriftMonitoringSignal = class
    inherit MonitoringSignalBase

Public Class PredictionDriftMonitoringSignal
Inherits MonitoringSignalBase

Inheritance

Object

MonitoringSignalBase

PredictionDriftMonitoringSignal

Constructors

PredictionDriftMonitoringSignal(IEnumerable<PredictionDriftMetricThresholdBase>, MonitoringModelType, MonitoringInputDataBase, MonitoringInputDataBase)

Initializes a new instance of PredictionDriftMonitoringSignal.

Properties

MetricThresholds	[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.
Mode	The current notification mode for this signal. (Inherited from MonitoringSignalBase)
ModelType	[Required] The type of the model monitored.
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.