AutoCatalog.CreateRegressionExperiment Method

Definition

Namespace:

Microsoft.ML.AutoML

Assembly:

Microsoft.ML.AutoML.dll

Package:

Microsoft.ML.AutoML v0.21.1

Overloads

CreateRegressionExperiment(RegressionExperimentSettings)	Creates a new AutoML experiment to run on a regression dataset.
CreateRegressionExperiment(UInt32)	Creates a new AutoML experiment to run on a regression dataset.

CreateRegressionExperiment(RegressionExperimentSettings)

Creates a new AutoML experiment to run on a regression dataset.

public Microsoft.ML.AutoML.RegressionExperiment CreateRegressionExperiment (Microsoft.ML.AutoML.RegressionExperimentSettings experimentSettings);

member this.CreateRegressionExperiment : Microsoft.ML.AutoML.RegressionExperimentSettings -> Microsoft.ML.AutoML.RegressionExperiment

Public Function CreateRegressionExperiment (experimentSettings As RegressionExperimentSettings) As RegressionExperiment

Parameters

experimentSettings

RegressionExperimentSettings

Settings for the AutoML experiment.

Returns

RegressionExperiment

A new AutoML regression experiment.

Remarks

See RegressionExperiment for a more detailed code example of an AutoML regression experiment.

CreateRegressionExperiment(UInt32)

Creates a new AutoML experiment to run on a regression dataset.

public Microsoft.ML.AutoML.RegressionExperiment CreateRegressionExperiment (uint maxExperimentTimeInSeconds);

member this.CreateRegressionExperiment : uint32 -> Microsoft.ML.AutoML.RegressionExperiment

Public Function CreateRegressionExperiment (maxExperimentTimeInSeconds As UInteger) As RegressionExperiment

Parameters

maxExperimentTimeInSeconds

UInt32

Maximum number of seconds that experiment will run.

Returns

RegressionExperiment

A new AutoML regression experiment.

Remarks

See RegressionExperiment for a more detailed code example of an AutoML regression experiment.

An experiment may run for longer than maxExperimentTimeInSeconds. This is because once AutoML starts training an ML.NET model, AutoML lets the model train to completion. For instance, if the first model AutoML trains takes 4 hours, and the second model trained takes 5 hours, but maxExperimentTimeInSeconds was the number of seconds in 6 hours, the experiment will run for 4 + 5 = 9 hours (not 6 hours).