DataDriftMonitoringSignal Class

Definition

Namespace:

Azure.ResourceManager.MachineLearning.Models

Assembly:

Azure.ResourceManager.MachineLearning.dll

Package:

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

Source:

DataDriftMonitoringSignal.cs

The DataDriftMonitoringSignal.

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

type DataDriftMonitoringSignal = class
    inherit MonitoringSignalBase

Public Class DataDriftMonitoringSignal
Inherits MonitoringSignalBase

Inheritance

Object

MonitoringSignalBase

DataDriftMonitoringSignal

Constructors

DataDriftMonitoringSignal(IEnumerable<DataDriftMetricThresholdBase>, MonitoringInputDataBase, MonitoringInputDataBase)

Initializes a new instance of DataDriftMonitoringSignal.

Properties

DataSegment	The data segment used for scoping on a subset of the data population.
FeatureDataTypeOverride	A dictionary that maps feature names to their respective data types.
Features	The feature filter which identifies which feature to calculate drift over. Please note MonitoringFeatureFilterBase 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 MachineLearningAllFeatures, FeatureSubset and TopNFeaturesByAttribution.
MetricThresholds	[Required] A list of metrics to calculate and their associated thresholds. Please note DataDriftMetricThresholdBase 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 CategoricalDataDriftMetricThreshold and NumericalDataDriftMetricThreshold.
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.