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IFeatureAttributionDriftMonitoringSignal Interface

  • Reference

Definition

Namespace:
Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401
Assembly:
Az.MachineLearningServices.private.dll
[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.FeatureAttributionDriftMonitoringSignalTypeConverter))]
public interface IFeatureAttributionDriftMonitoringSignal : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IMonitoringSignalBase
[<System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.FeatureAttributionDriftMonitoringSignalTypeConverter))>]
type IFeatureAttributionDriftMonitoringSignal = interface
    interface IJsonSerializable
    interface IMonitoringSignalBase
Public Interface IFeatureAttributionDriftMonitoringSignal
Implements IMonitoringSignalBase
Derived
Attributes
TypeConverterAttribute
Implements
IMonitoringSignalBase IJsonSerializable

Properties

FeatureDataTypeOverride

A dictionary that maps feature names to their respective data types.
FeatureImportanceSettingMode

The mode of operation for computing feature importance.
FeatureImportanceSettingTargetColumn

The name of the target column within the input data asset.
MetricThresholdMetric

[Required] The feature attribution metric to calculate.
NotificationType

The current notification mode for this signal.

(Inherited from IMonitoringSignalBase)
ProductionData

[Required] The data which drift will be calculated for.
Property

Property dictionary. Properties can be added, but not removed or altered.

(Inherited from IMonitoringSignalBase)
ReferenceDataColumn

Mapping of column names to special uses.
ReferenceDataContext

The context metadata of the data source.
ReferenceDataInputDataType

[Required] Specifies the type of signal to monitor.
ReferenceDataJobInputType

[Required] Specifies the type of job.
ReferenceDataUri

[Required] Input Asset URI.
SignalType

[Required] Specifies the type of signal to monitor.

(Inherited from IMonitoringSignalBase)
ThresholdValue

The threshold value. If null, the set default is dependent on the metric type.

Methods

ToJson(JsonObject, SerializationMode) (Inherited from IJsonSerializable)

Applies to