ArmMachineLearningModelFactory.ForecastingTrainingSettings Method

Definition

Namespace:

Azure.ResourceManager.MachineLearning.Models

Assembly:

Azure.ResourceManager.MachineLearning.dll

Package:

Azure.ResourceManager.MachineLearning v1.3.0

Source:

ArmMachineLearningModelFactory.cs

Forecasting Training related configuration.

public static Azure.ResourceManager.MachineLearning.Models.ForecastingTrainingSettings ForecastingTrainingSettings(bool? enableDnnTraining = default, bool? enableModelExplainability = default, bool? enableOnnxCompatibleModels = default, bool? enableStackEnsemble = default, bool? enableVoteEnsemble = default, TimeSpan? ensembleModelDownloadTimeout = default, Azure.ResourceManager.MachineLearning.Models.MachineLearningStackEnsembleSettings stackEnsembleSettings = default, System.Collections.Generic.IEnumerable<Azure.ResourceManager.MachineLearning.Models.ForecastingModel> allowedTrainingAlgorithms = default, System.Collections.Generic.IEnumerable<Azure.ResourceManager.MachineLearning.Models.ForecastingModel> blockedTrainingAlgorithms = default);

static member ForecastingTrainingSettings : Nullable<bool> * Nullable<bool> * Nullable<bool> * Nullable<bool> * Nullable<bool> * Nullable<TimeSpan> * Azure.ResourceManager.MachineLearning.Models.MachineLearningStackEnsembleSettings * seq<Azure.ResourceManager.MachineLearning.Models.ForecastingModel> * seq<Azure.ResourceManager.MachineLearning.Models.ForecastingModel> -> Azure.ResourceManager.MachineLearning.Models.ForecastingTrainingSettings

Public Shared Function ForecastingTrainingSettings (Optional enableDnnTraining As Nullable(Of Boolean) = Nothing, Optional enableModelExplainability As Nullable(Of Boolean) = Nothing, Optional enableOnnxCompatibleModels As Nullable(Of Boolean) = Nothing, Optional enableStackEnsemble As Nullable(Of Boolean) = Nothing, Optional enableVoteEnsemble As Nullable(Of Boolean) = Nothing, Optional ensembleModelDownloadTimeout As Nullable(Of TimeSpan) = Nothing, Optional stackEnsembleSettings As MachineLearningStackEnsembleSettings = Nothing, Optional allowedTrainingAlgorithms As IEnumerable(Of ForecastingModel) = Nothing, Optional blockedTrainingAlgorithms As IEnumerable(Of ForecastingModel) = Nothing) As ForecastingTrainingSettings

Parameters

enableDnnTraining

Nullable<Boolean>

Enable recommendation of DNN models.

enableModelExplainability

Nullable<Boolean>

Flag to turn on explainability on best model.

enableOnnxCompatibleModels

Nullable<Boolean>

Flag for enabling onnx compatible models.

enableStackEnsemble

Nullable<Boolean>

Enable stack ensemble run.

enableVoteEnsemble

Nullable<Boolean>

Enable voting ensemble run.

ensembleModelDownloadTimeout

Nullable<TimeSpan>

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.

stackEnsembleSettings

MachineLearningStackEnsembleSettings

Stack ensemble settings for stack ensemble run.

allowedTrainingAlgorithms

IEnumerable<ForecastingModel>

Allowed models for forecasting task.

blockedTrainingAlgorithms

IEnumerable<ForecastingModel>

Blocked models for forecasting task.

Returns

ForecastingTrainingSettings

A new ForecastingTrainingSettings instance for mocking.