DataQualityMonitoringSignal Class
Definition
Important
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The DataQualityMonitoringSignal.
public class DataQualityMonitoringSignal : Azure.ResourceManager.MachineLearning.Models.MonitoringSignalBase, System.ClientModel.Primitives.IJsonModel<Azure.ResourceManager.MachineLearning.Models.DataQualityMonitoringSignal>, System.ClientModel.Primitives.IPersistableModel<Azure.ResourceManager.MachineLearning.Models.DataQualityMonitoringSignal>public class DataQualityMonitoringSignal : Azure.ResourceManager.MachineLearning.Models.MonitoringSignalBasetype DataQualityMonitoringSignal = class
inherit MonitoringSignalBase
interface IJsonModel<DataQualityMonitoringSignal>
interface IPersistableModel<DataQualityMonitoringSignal>type DataQualityMonitoringSignal = class
inherit MonitoringSignalBasePublic Class DataQualityMonitoringSignal
Inherits MonitoringSignalBase
Implements IJsonModel(Of DataQualityMonitoringSignal), IPersistableModel(Of DataQualityMonitoringSignal)Public Class DataQualityMonitoringSignal
Inherits MonitoringSignalBase- Inheritance
- Implements
Constructors
| Name | Description |
|---|---|
| DataQualityMonitoringSignal(IEnumerable<DataQualityMetricThresholdBase>, MonitoringInputDataBase, MonitoringInputDataBase) |
Initializes a new instance of DataQualityMonitoringSignal. |
Properties
| Name | Description |
|---|---|
| FeatureDataTypeOverride |
A dictionary that maps feature names to their respective data types. |
| FeatureImportanceSettings |
The settings for computing feature importance. |
| Features |
The features to calculate drift over. |
| MetricThresholds |
[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 produced by the production service 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. |
