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RegressionTrainingSettings Class

Definition

Regression Training related configuration.

public class RegressionTrainingSettings : Azure.ResourceManager.MachineLearning.Models.MachineLearningTrainingSettings, System.ClientModel.Primitives.IJsonModel<Azure.ResourceManager.MachineLearning.Models.RegressionTrainingSettings>, System.ClientModel.Primitives.IPersistableModel<Azure.ResourceManager.MachineLearning.Models.RegressionTrainingSettings>
public class RegressionTrainingSettings : Azure.ResourceManager.MachineLearning.Models.MachineLearningTrainingSettings
type RegressionTrainingSettings = class
    inherit MachineLearningTrainingSettings
    interface IJsonModel<RegressionTrainingSettings>
    interface IPersistableModel<RegressionTrainingSettings>
type RegressionTrainingSettings = class
    inherit MachineLearningTrainingSettings
Public Class RegressionTrainingSettings
Inherits MachineLearningTrainingSettings
Implements IJsonModel(Of RegressionTrainingSettings), IPersistableModel(Of RegressionTrainingSettings)
Public Class RegressionTrainingSettings
Inherits MachineLearningTrainingSettings
Inheritance
RegressionTrainingSettings
Implements

Constructors

RegressionTrainingSettings()

Initializes a new instance of RegressionTrainingSettings.

Properties

AllowedTrainingAlgorithms

Allowed models for regression task.

BlockedTrainingAlgorithms

Blocked models for regression task.

EnsembleModelDownloadTimeout

During VotingEnsemble and StackEnsemble model generation, multiple fitted models from the previous child runs are downloaded. Configure this parameter with a higher value than 300 secs, if more time is needed.

(Inherited from MachineLearningTrainingSettings)
IsDnnTrainingEnabled

Enable recommendation of DNN models.

(Inherited from MachineLearningTrainingSettings)
IsModelExplainabilityEnabled

Flag to turn on explainability on best model.

(Inherited from MachineLearningTrainingSettings)
IsOnnxCompatibleModelsEnabled

Flag for enabling onnx compatible models.

(Inherited from MachineLearningTrainingSettings)
IsStackEnsembleEnabled

Enable stack ensemble run.

(Inherited from MachineLearningTrainingSettings)
IsVoteEnsembleEnabled

Enable voting ensemble run.

(Inherited from MachineLearningTrainingSettings)
StackEnsembleSettings

Stack ensemble settings for stack ensemble run.

(Inherited from MachineLearningTrainingSettings)
TrainingMode

TrainingMode mode - Setting to 'auto' is same as setting it to 'non-distributed' for now, however in the future may result in mixed mode or heuristics based mode selection. Default is 'auto'. If 'Distributed' then only distributed featurization is used and distributed algorithms are chosen. If 'NonDistributed' then only non distributed algorithms are chosen.

(Inherited from MachineLearningTrainingSettings)

Explicit Interface Implementations

IJsonModel<MachineLearningTrainingSettings>.Create(Utf8JsonReader, ModelReaderWriterOptions)

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

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

Writes the model to the provided Utf8JsonWriter.

(Inherited from MachineLearningTrainingSettings)
IJsonModel<RegressionTrainingSettings>.Create(Utf8JsonReader, ModelReaderWriterOptions)

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

IJsonModel<RegressionTrainingSettings>.Write(Utf8JsonWriter, ModelReaderWriterOptions)

Writes the model to the provided Utf8JsonWriter.

IPersistableModel<MachineLearningTrainingSettings>.Create(BinaryData, ModelReaderWriterOptions)

Converts the provided BinaryData into a model.

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

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

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

Writes the model into a BinaryData.

(Inherited from MachineLearningTrainingSettings)
IPersistableModel<RegressionTrainingSettings>.Create(BinaryData, ModelReaderWriterOptions)

Converts the provided BinaryData into a model.

IPersistableModel<RegressionTrainingSettings>.GetFormatFromOptions(ModelReaderWriterOptions)

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

IPersistableModel<RegressionTrainingSettings>.Write(ModelReaderWriterOptions)

Writes the model into a BinaryData.

Applies to