PredictionDriftMonitoringSignal Class

  • Reference

Definition

Namespace:
Azure.ResourceManager.MachineLearning.Models
Assembly:
Azure.ResourceManager.MachineLearning.dll
Package:
Azure.ResourceManager.MachineLearning v1.2.1
Package:
Azure.ResourceManager.MachineLearning v1.2.0-beta.3
Source:
PredictionDriftMonitoringSignal.cs

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.MonitoringSignalBase
type PredictionDriftMonitoringSignal = class
    inherit MonitoringSignalBase
    interface IJsonModel<PredictionDriftMonitoringSignal>
    interface IPersistableModel<PredictionDriftMonitoringSignal>
type PredictionDriftMonitoringSignal = class
    inherit MonitoringSignalBase
Public Class PredictionDriftMonitoringSignal
Inherits MonitoringSignalBase
Implements IJsonModel(Of PredictionDriftMonitoringSignal), IPersistableModel(Of PredictionDriftMonitoringSignal)
Public Class PredictionDriftMonitoringSignal
Inherits MonitoringSignalBase
Inheritance
Object
MonitoringSignalBase
PredictionDriftMonitoringSignal
Implements
IJsonModel<PredictionDriftMonitoringSignal> IPersistableModel<PredictionDriftMonitoringSignal> IPersistableModel<T>

Constructors

PredictionDriftMonitoringSignal(IEnumerable<PredictionDriftMetricThresholdBase>, MonitoringInputDataBase, MonitoringInputDataBase)

Initializes a new instance of PredictionDriftMonitoringSignal.
PredictionDriftMonitoringSignal(IEnumerable<PredictionDriftMetricThresholdBase>, MonitoringModelType, MonitoringInputDataBase, MonitoringInputDataBase)

Initializes a new instance of PredictionDriftMonitoringSignal.

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.

Explicit Interface Implementations

IJsonModel<MonitoringSignalBase>.Create(Utf8JsonReader, ModelReaderWriterOptions)

Reads one JSON value (including objects or arrays) from the provided reader and converts it to a model.

(Inherited from MonitoringSignalBase)
IJsonModel<MonitoringSignalBase>.Write(Utf8JsonWriter, ModelReaderWriterOptions)

Writes the model to the provided Utf8JsonWriter.

(Inherited from MonitoringSignalBase)
IJsonModel<PredictionDriftMonitoringSignal>.Create(Utf8JsonReader, ModelReaderWriterOptions)

Reads one JSON value (including objects or arrays) from the provided reader and converts it to a model.
IJsonModel<PredictionDriftMonitoringSignal>.Write(Utf8JsonWriter, ModelReaderWriterOptions)

Writes the model to the provided Utf8JsonWriter.
IPersistableModel<MonitoringSignalBase>.Create(BinaryData, ModelReaderWriterOptions)

Converts the provided BinaryData into a model.

(Inherited from MonitoringSignalBase)
IPersistableModel<MonitoringSignalBase>.GetFormatFromOptions(ModelReaderWriterOptions)

Gets the data interchange format (JSON, Xml, etc) that the model uses when communicating with the service.

(Inherited from MonitoringSignalBase)
IPersistableModel<MonitoringSignalBase>.Write(ModelReaderWriterOptions)

Writes the model into a BinaryData.

(Inherited from MonitoringSignalBase)
IPersistableModel<PredictionDriftMonitoringSignal>.Create(BinaryData, ModelReaderWriterOptions)

Converts the provided BinaryData into a model.
IPersistableModel<PredictionDriftMonitoringSignal>.GetFormatFromOptions(ModelReaderWriterOptions)

Gets the data interchange format (JSON, Xml, etc) that the model uses when communicating with the service.
IPersistableModel<PredictionDriftMonitoringSignal>.Write(ModelReaderWriterOptions)

Writes the model into a BinaryData.

Applies to