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PredictionDriftMonitoringSignal Class
Definition
Important
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The PredictionDriftMonitoringSignal.
public class PredictionDriftMonitoringSignal : Azure.ResourceManager.MachineLearning.Models.MonitoringSignalBase, System.ClientModel.Primitives.IJsonModel<Azure.ResourceManager.MachineLearning.Models.PredictionDriftMonitoringSignal>, System.ClientModel.Primitives.IPersistableModel<Azure.ResourceManager.MachineLearning.Models.PredictionDriftMonitoringSignal>public class PredictionDriftMonitoringSignal : Azure.ResourceManager.MachineLearning.Models.MonitoringSignalBasetype PredictionDriftMonitoringSignal = class
inherit MonitoringSignalBase
interface IJsonModel<PredictionDriftMonitoringSignal>
interface IPersistableModel<PredictionDriftMonitoringSignal>type PredictionDriftMonitoringSignal = class
inherit MonitoringSignalBasePublic Class PredictionDriftMonitoringSignal
Inherits MonitoringSignalBase
Implements IJsonModel(Of PredictionDriftMonitoringSignal), IPersistableModel(Of PredictionDriftMonitoringSignal)Public Class PredictionDriftMonitoringSignal
Inherits MonitoringSignalBase- Inheritance
- Implements
Constructors
Properties
| FeatureDataTypeOverride |
A dictionary that maps feature names to their respective data types. |
| MetricThresholds |
[Required] A list of metrics to calculate and their associated thresholds. Please note PredictionDriftMetricThresholdBase is the base class. According to the scenario, a derived class of the base class might need to be assigned here, or this property needs to be casted to one of the possible derived classes. The available derived classes include CategoricalPredictionDriftMetricThreshold and NumericalPredictionDriftMetricThreshold. |
| Mode |
The current notification mode for this signal. (Inherited from MonitoringSignalBase) |
| ModelType |
[Required] The type of the model monitored. |
| NotificationTypes |
The current notification mode for this signal. (Inherited from MonitoringSignalBase) |
| ProductionData |
[Required] The data which drift will be calculated for. Please note MonitoringInputDataBase is the base class. According to the scenario, a derived class of the base class might need to be assigned here, or this property needs to be casted to one of the possible derived classes. The available derived classes include FixedInputData, RollingInputData and StaticInputData. |
| Properties |
Property dictionary. Properties can be added, but not removed or altered. (Inherited from MonitoringSignalBase) |
| ReferenceData |
[Required] The data to calculate drift against. Please note MonitoringInputDataBase is the base class. According to the scenario, a derived class of the base class might need to be assigned here, or this property needs to be casted to one of the possible derived classes. The available derived classes include FixedInputData, RollingInputData and StaticInputData. |
