MachineLearningStackEnsembleSettings Class

Definition

Namespace:

Azure.ResourceManager.MachineLearning.Models

Assembly:

Azure.ResourceManager.MachineLearning.dll

Package:

Azure.ResourceManager.MachineLearning v1.2.1

Source:

MachineLearningStackEnsembleSettings.cs

Advances setting to customize StackEnsemble run.

public class MachineLearningStackEnsembleSettings : System.ClientModel.Primitives.IJsonModel<Azure.ResourceManager.MachineLearning.Models.MachineLearningStackEnsembleSettings>, System.ClientModel.Primitives.IPersistableModel<Azure.ResourceManager.MachineLearning.Models.MachineLearningStackEnsembleSettings>

type MachineLearningStackEnsembleSettings = class
    interface IJsonModel<MachineLearningStackEnsembleSettings>
    interface IPersistableModel<MachineLearningStackEnsembleSettings>

Public Class MachineLearningStackEnsembleSettings
Implements IJsonModel(Of MachineLearningStackEnsembleSettings), IPersistableModel(Of MachineLearningStackEnsembleSettings)

Inheritance

Object

MachineLearningStackEnsembleSettings

Implements

IJsonModel<MachineLearningStackEnsembleSettings> IPersistableModel<MachineLearningStackEnsembleSettings> IPersistableModel<T>

Constructors

MachineLearningStackEnsembleSettings()

Initializes a new instance of MachineLearningStackEnsembleSettings.

Properties

StackMetaLearnerKWargs	Optional parameters to pass to the initializer of the meta-learner. To assign an object to this property use FromObjectAsJson<T>(T, JsonSerializerOptions). To assign an already formatted json string to this property use FromString(String). Examples: BinaryData.FromObjectAsJson("foo"): Creates a payload of "foo". BinaryData.FromString("\"foo\""): Creates a payload of "foo". BinaryData.FromObjectAsJson(new { key = "value" }): Creates a payload of { "key": "value" }. BinaryData.FromString("{\"key\": \"value\"}"): Creates a payload of { "key": "value" }.
StackMetaLearnerTrainPercentage	Specifies the proportion of the training set (when choosing train and validation type of training) to be reserved for training the meta-learner. Default value is 0.2.
StackMetaLearnerType	The meta-learner is a model trained on the output of the individual heterogeneous models.

Explicit Interface Implementations

IJsonModel<MachineLearningStackEnsembleSettings>.Create(Utf8JsonReader, ModelReaderWriterOptions)	Reads one JSON value (including objects or arrays) from the provided reader and converts it to a model.
IJsonModel<MachineLearningStackEnsembleSettings>.Write(Utf8JsonWriter, ModelReaderWriterOptions)	Writes the model to the provided Utf8JsonWriter.
IPersistableModel<MachineLearningStackEnsembleSettings>.Create(BinaryData, ModelReaderWriterOptions)	Converts the provided BinaryData into a model.
IPersistableModel<MachineLearningStackEnsembleSettings>.GetFormatFromOptions(ModelReaderWriterOptions)	Gets the data interchange format (JSON, Xml, etc) that the model uses when communicating with the service.
IPersistableModel<MachineLearningStackEnsembleSettings>.Write(ModelReaderWriterOptions)	Writes the model into a BinaryData.