FeatureAttributionDriftMonitoringSignal Class

Reference

Definition

Namespace:: Azure.ResourceManager.MachineLearning.Models

Assembly:: Azure.ResourceManager.MachineLearning.dll

Package:: Azure.ResourceManager.MachineLearning v1.2.1

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

Source:: FeatureAttributionDriftMonitoringSignal.cs

Source:: FeatureAttributionDriftMonitoringSignal.cs

Important

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The FeatureAttributionDriftMonitoringSignal.

public class FeatureAttributionDriftMonitoringSignal : Azure.ResourceManager.MachineLearning.Models.MonitoringSignalBase, System.ClientModel.Primitives.IJsonModel<Azure.ResourceManager.MachineLearning.Models.FeatureAttributionDriftMonitoringSignal>, System.ClientModel.Primitives.IPersistableModel<Azure.ResourceManager.MachineLearning.Models.FeatureAttributionDriftMonitoringSignal>

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

type FeatureAttributionDriftMonitoringSignal = class
    inherit MonitoringSignalBase
    interface IJsonModel<FeatureAttributionDriftMonitoringSignal>
    interface IPersistableModel<FeatureAttributionDriftMonitoringSignal>

type FeatureAttributionDriftMonitoringSignal = class
    inherit MonitoringSignalBase

Public Class FeatureAttributionDriftMonitoringSignal
Inherits MonitoringSignalBase
Implements IJsonModel(Of FeatureAttributionDriftMonitoringSignal), IPersistableModel(Of FeatureAttributionDriftMonitoringSignal)

Public Class FeatureAttributionDriftMonitoringSignal
Inherits MonitoringSignalBase

Inheritance: Object

MonitoringSignalBase
FeatureAttributionDriftMonitoringSignal

Implements: IJsonModel<FeatureAttributionDriftMonitoringSignal> IPersistableModel<FeatureAttributionDriftMonitoringSignal> IPersistableModel<T>

Constructors

FeatureAttributionDriftMonitoringSignal(FeatureAttributionMetricThreshold, FeatureImportanceSettings, IEnumerable<MonitoringInputDataBase>, MonitoringInputDataBase)	Initializes a new instance of FeatureAttributionDriftMonitoringSignal.
FeatureAttributionDriftMonitoringSignal(FeatureAttributionMetricThreshold, IEnumerable<MonitoringInputDataBase>, MonitoringInputDataBase)	Initializes a new instance of FeatureAttributionDriftMonitoringSignal.

Properties

FeatureDataTypeOverride	A dictionary that maps feature names to their respective data types.
FeatureImportanceSettings	[Required] The settings for computing feature importance.
MetricThreshold	[Required] A list of metrics to calculate and their associated thresholds.
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 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, RollingInputData and StaticInputData.
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, RollingInputData and StaticInputData.

Explicit Interface Implementations

IJsonModel<FeatureAttributionDriftMonitoringSignal>.Create(Utf8JsonReader, ModelReaderWriterOptions)	Reads one JSON value (including objects or arrays) from the provided reader and converts it to a model.
IJsonModel<FeatureAttributionDriftMonitoringSignal>.Write(Utf8JsonWriter, ModelReaderWriterOptions)	Writes the model to the provided Utf8JsonWriter.
IJsonModel<MonitoringSignalBase>.Create(Utf8JsonReader, ModelReaderWriterOptions)	Reads one JSON value (including objects or arrays) from the provided reader and converts it to a model. (Inherited from MonitoringSignalBase)
IJsonModel<MonitoringSignalBase>.Write(Utf8JsonWriter, ModelReaderWriterOptions)	Writes the model to the provided Utf8JsonWriter. (Inherited from MonitoringSignalBase)
IPersistableModel<FeatureAttributionDriftMonitoringSignal>.Create(BinaryData, ModelReaderWriterOptions)	Converts the provided BinaryData into a model.
IPersistableModel<FeatureAttributionDriftMonitoringSignal>.GetFormatFromOptions(ModelReaderWriterOptions)	Gets the data interchange format (JSON, Xml, etc) that the model uses when communicating with the service.
IPersistableModel<FeatureAttributionDriftMonitoringSignal>.Write(ModelReaderWriterOptions)	Writes the model into a BinaryData.
IPersistableModel<MonitoringSignalBase>.Create(BinaryData, ModelReaderWriterOptions)	Converts the provided BinaryData into a model. (Inherited from MonitoringSignalBase)
IPersistableModel<MonitoringSignalBase>.GetFormatFromOptions(ModelReaderWriterOptions)	Gets the data interchange format (JSON, Xml, etc) that the model uses when communicating with the service. (Inherited from MonitoringSignalBase)
IPersistableModel<MonitoringSignalBase>.Write(ModelReaderWriterOptions)	Writes the model into a BinaryData. (Inherited from MonitoringSignalBase)

Applies to

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