IRegressionTrainingSettings Interface

Definition

Namespace:

Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401

Assembly:

Az.MachineLearningServices.private.dll

[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.RegressionTrainingSettingsTypeConverter))]
public interface IRegressionTrainingSettings : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.ITrainingSettings

[<System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.RegressionTrainingSettingsTypeConverter))>]
type IRegressionTrainingSettings = interface
    interface IJsonSerializable
    interface ITrainingSettings

Public Interface IRegressionTrainingSettings
Implements ITrainingSettings

Derived

Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.RegressionTrainingSettings

Attributes

TypeConverterAttribute

Implements

ITrainingSettings IJsonSerializable

Properties

AllowedTrainingAlgorithm	Allowed models for regression task.
BlockedTrainingAlgorithm	Blocked models for regression task.
EnableDnnTraining	Enable recommendation of DNN models. (Inherited from ITrainingSettings)
EnableModelExplainability	Flag to turn on explainability on best model. (Inherited from ITrainingSettings)
EnableOnnxCompatibleModel	Flag for enabling onnx compatible models. (Inherited from ITrainingSettings)
EnableStackEnsemble	Enable stack ensemble run. (Inherited from ITrainingSettings)
EnableVoteEnsemble	Enable voting ensemble run. (Inherited from ITrainingSettings)
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 ITrainingSettings)
StackEnsembleSettingStackMetaLearnerKWarg	Optional parameters to pass to the initializer of the meta-learner. (Inherited from ITrainingSettings)
StackEnsembleSettingStackMetaLearnerTrainPercentage	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. (Inherited from ITrainingSettings)
StackEnsembleSettingStackMetaLearnerType	The meta-learner is a model trained on the output of the individual heterogeneous models. (Inherited from ITrainingSettings)

Methods

ToJson(JsonObject, SerializationMode)

(Inherited from IJsonSerializable)