AutoCatalog.CreateMulticlassClassificationExperiment AutoCatalog.CreateMulticlassClassificationExperiment AutoCatalog.CreateMulticlassClassificationExperiment Method

Definition

Overloads

CreateMulticlassClassificationExperiment(MulticlassExperimentSettings) CreateMulticlassClassificationExperiment(MulticlassExperimentSettings) CreateMulticlassClassificationExperiment(MulticlassExperimentSettings)

Creates a new AutoML experiment to run on a multiclass classification dataset.

CreateMulticlassClassificationExperiment(UInt32) CreateMulticlassClassificationExperiment(UInt32) CreateMulticlassClassificationExperiment(UInt32)

Creates a new AutoML experiment to run on a multiclass classification dataset.

CreateMulticlassClassificationExperiment(MulticlassExperimentSettings) CreateMulticlassClassificationExperiment(MulticlassExperimentSettings) CreateMulticlassClassificationExperiment(MulticlassExperimentSettings)

Creates a new AutoML experiment to run on a multiclass classification dataset.

public Microsoft.ML.AutoML.MulticlassClassificationExperiment CreateMulticlassClassificationExperiment (Microsoft.ML.AutoML.MulticlassExperimentSettings experimentSettings);
member this.CreateMulticlassClassificationExperiment : Microsoft.ML.AutoML.MulticlassExperimentSettings -> Microsoft.ML.AutoML.MulticlassClassificationExperiment
Public Function CreateMulticlassClassificationExperiment (experimentSettings As MulticlassExperimentSettings) As MulticlassClassificationExperiment

Parameters

experimentSettings
MulticlassExperimentSettings MulticlassExperimentSettings MulticlassExperimentSettings

Settings for the AutoML experiment.

Returns

Remarks

See MulticlassClassificationExperiment for a more detailed code example of an AutoML multiclass classification experiment.

CreateMulticlassClassificationExperiment(UInt32) CreateMulticlassClassificationExperiment(UInt32) CreateMulticlassClassificationExperiment(UInt32)

Creates a new AutoML experiment to run on a multiclass classification dataset.

public Microsoft.ML.AutoML.MulticlassClassificationExperiment CreateMulticlassClassificationExperiment (uint maxExperimentTimeInSeconds);
member this.CreateMulticlassClassificationExperiment : uint32 -> Microsoft.ML.AutoML.MulticlassClassificationExperiment
Public Function CreateMulticlassClassificationExperiment (maxExperimentTimeInSeconds As UInteger) As MulticlassClassificationExperiment

Parameters

maxExperimentTimeInSeconds
UInt32 UInt32 UInt32

Maximum number of seconds that experiment will run.

Returns

Remarks

See MulticlassClassificationExperiment for a more detailed code example of an AutoML multiclass classification 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).

Applies to