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MachineLearningEarlyTerminationPolicy Class

Definition

Early termination policies enable canceling poor-performing runs before they complete Please note MachineLearningEarlyTerminationPolicy 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 BanditPolicy, MedianStoppingPolicy and TruncationSelectionPolicy.

[System.ClientModel.Primitives.PersistableModelProxy(typeof(Azure.ResourceManager.MachineLearning.Models.UnknownEarlyTerminationPolicy))]
public abstract class MachineLearningEarlyTerminationPolicy : System.ClientModel.Primitives.IJsonModel<Azure.ResourceManager.MachineLearning.Models.MachineLearningEarlyTerminationPolicy>, System.ClientModel.Primitives.IPersistableModel<Azure.ResourceManager.MachineLearning.Models.MachineLearningEarlyTerminationPolicy>
public abstract class MachineLearningEarlyTerminationPolicy
[<System.ClientModel.Primitives.PersistableModelProxy(typeof(Azure.ResourceManager.MachineLearning.Models.UnknownEarlyTerminationPolicy))>]
type MachineLearningEarlyTerminationPolicy = class
    interface IJsonModel<MachineLearningEarlyTerminationPolicy>
    interface IPersistableModel<MachineLearningEarlyTerminationPolicy>
type MachineLearningEarlyTerminationPolicy = class
Public MustInherit Class MachineLearningEarlyTerminationPolicy
Implements IJsonModel(Of MachineLearningEarlyTerminationPolicy), IPersistableModel(Of MachineLearningEarlyTerminationPolicy)
Public MustInherit Class MachineLearningEarlyTerminationPolicy
Inheritance
MachineLearningEarlyTerminationPolicy
Derived
Attributes
Implements

Constructors

MachineLearningEarlyTerminationPolicy()

Initializes a new instance of MachineLearningEarlyTerminationPolicy.

Properties

DelayEvaluation

Number of intervals by which to delay the first evaluation.

EvaluationInterval

Interval (number of runs) between policy evaluations.

Explicit Interface Implementations

IJsonModel<MachineLearningEarlyTerminationPolicy>.Create(Utf8JsonReader, ModelReaderWriterOptions)

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

IJsonModel<MachineLearningEarlyTerminationPolicy>.Write(Utf8JsonWriter, ModelReaderWriterOptions)

Writes the model to the provided Utf8JsonWriter.

IPersistableModel<MachineLearningEarlyTerminationPolicy>.Create(BinaryData, ModelReaderWriterOptions)

Converts the provided BinaryData into a model.

IPersistableModel<MachineLearningEarlyTerminationPolicy>.GetFormatFromOptions(ModelReaderWriterOptions)

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

IPersistableModel<MachineLearningEarlyTerminationPolicy>.Write(ModelReaderWriterOptions)

Writes the model into a BinaryData.

Applies to