FeatureAttributionDriftMonitoringSignal Class

Definition

Namespace:: Azure.ResourceManager.MachineLearning.Models

Assembly:: Azure.ResourceManager.MachineLearning.dll

Package:: Azure.ResourceManager.MachineLearning v1.3.0

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

Source:: FeatureAttributionDriftMonitoringSignal.cs

Source:: FeatureAttributionDriftMonitoringSignal.cs

Important

Some information relates to prerelease product that may be substantially modified before it’s released. Microsoft makes no warranties, express or implied, with respect to the information provided here.

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

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

Properties

Name	Description
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.
Properties	Property dictionary. Properties can be added, but not removed or altered. (Inherited from MonitoringSignalBase)
ReferenceData	[Required] The data to calculate drift against.

Methods

Name	Description
JsonModelCreateCore(Utf8JsonReader, ModelReaderWriterOptions)
JsonModelWriteCore(Utf8JsonWriter, ModelReaderWriterOptions)
PersistableModelCreateCore(BinaryData, ModelReaderWriterOptions)
PersistableModelWriteCore(ModelReaderWriterOptions)

Explicit Interface Implementations

Name	Description
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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