AutoMLExperiment.AutoMLExperimentSettings Class

Definition

public class AutoMLExperiment.AutoMLExperimentSettings : Microsoft.ML.AutoML.ExperimentSettings
type AutoMLExperiment.AutoMLExperimentSettings = class
    inherit ExperimentSettings
Public Class AutoMLExperiment.AutoMLExperimentSettings
Inherits ExperimentSettings
Inheritance
AutoMLExperiment.AutoMLExperimentSettings

Constructors

AutoMLExperiment.AutoMLExperimentSettings()

Fields

MaxModels (Inherited from ExperimentSettings)

Properties

CacheBeforeTrainer

Whether AutoML should cache before ML.NET trainers. See WantCaching for more information on caching.

(Inherited from ExperimentSettings)
CacheDirectoryName

This is the name of the directory where all models trained during the AutoML experiment will be saved. If null, models will be kept in memory instead of written to disk. (Please note: for an experiment with high runtime operating on a large dataset, opting to keep models in memory could cause a system to run out of memory.)

(Inherited from ExperimentSettings)
CancellationToken

Cancellation token for the AutoML experiment. It propagates the notification that the experiment should be canceled.

(Inherited from ExperimentSettings)
MaxExperimentTimeInSeconds

Maximum time in seconds the experiment is allowed to run.

(Inherited from ExperimentSettings)
MaximumMemoryUsageInMegaByte (Inherited from ExperimentSettings)
SearchSpace
Seed

Applies to