MachineLearningTrainingSettings Class

Definition

Training related configuration.

public class MachineLearningTrainingSettings
type MachineLearningTrainingSettings = class
Public Class MachineLearningTrainingSettings
Inheritance
MachineLearningTrainingSettings
Derived

Constructors

MachineLearningTrainingSettings()

Initializes a new instance of MachineLearningTrainingSettings.

Properties

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.

IsDnnTrainingEnabled

Enable recommendation of DNN models.

IsModelExplainabilityEnabled

Flag to turn on explainability on best model.

IsOnnxCompatibleModelsEnabled

Flag for enabling onnx compatible models.

IsStackEnsembleEnabled

Enable stack ensemble run.

IsVoteEnsembleEnabled

Enable voting ensemble run.

StackEnsembleSettings

Stack ensemble settings for stack ensemble run.

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.

Applies to