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FeatureAttributionDriftMonitoringSignal Class

Definition

[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.FeatureAttributionDriftMonitoringSignalTypeConverter))]
public class FeatureAttributionDriftMonitoringSignal : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IFeatureAttributionDriftMonitoringSignal, Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Runtime.IValidates
[<System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.FeatureAttributionDriftMonitoringSignalTypeConverter))>]
type FeatureAttributionDriftMonitoringSignal = class
    interface IFeatureAttributionDriftMonitoringSignal
    interface IJsonSerializable
    interface IMonitoringSignalBase
    interface IValidates
Public Class FeatureAttributionDriftMonitoringSignal
Implements IFeatureAttributionDriftMonitoringSignal, IValidates
Inheritance
FeatureAttributionDriftMonitoringSignal
Attributes
Implements

Constructors

FeatureAttributionDriftMonitoringSignal()

Creates an new FeatureAttributionDriftMonitoringSignal instance.

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.

ProductionData

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

Property

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

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.

ThresholdValue

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

Methods

DeserializeFromDictionary(IDictionary)

Deserializes a IDictionary into an instance of FeatureAttributionDriftMonitoringSignal.

DeserializeFromPSObject(PSObject)

Deserializes a PSObject into an instance of FeatureAttributionDriftMonitoringSignal.

FromJson(JsonNode)

Deserializes a JsonNode into an instance of Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IFeatureAttributionDriftMonitoringSignal.

FromJsonString(String)

Creates a new instance of FeatureAttributionDriftMonitoringSignal, deserializing the content from a json string.

ToJson(JsonObject, SerializationMode)

Serializes this instance of FeatureAttributionDriftMonitoringSignal into a JsonNode.

ToJsonString()

Serializes this instance to a json string.

ToString()
Validate(IEventListener)

Validates that this object meets the validation criteria.

Applies to