ForecastingTrainingSettings Class

Definition

Forecasting Training related configuration.

public class ForecastingTrainingSettings : Azure.ResourceManager.MachineLearning.Models.MachineLearningTrainingSettings
type ForecastingTrainingSettings = class
    inherit MachineLearningTrainingSettings
Public Class ForecastingTrainingSettings
Inherits MachineLearningTrainingSettings
Inheritance
ForecastingTrainingSettings

Constructors

ForecastingTrainingSettings()

Initializes a new instance of ForecastingTrainingSettings.

Properties

AllowedTrainingAlgorithms

Allowed models for forecasting task.

BlockedTrainingAlgorithms

Blocked models for forecasting 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)

Applies to