IFeatureAttributionDriftMonitoringSignal Interface
Definition
Important
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[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 IMonitoringSignalBasePublic Interface IFeatureAttributionDriftMonitoringSignal
Implements IMonitoringSignalBase- Derived
- Attributes
- Implements
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) |