AutoCatalog.CreateMulticlassClassificationExperiment Method
Definition
Important
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Overloads
| CreateMulticlassClassificationExperiment(MulticlassExperimentSettings) |
Creates a new AutoML experiment to run on a multiclass classification dataset. |
| CreateMulticlassClassificationExperiment(UInt32) |
Creates a new AutoML experiment to run on a multiclass classification dataset. |
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.MulticlassClassificationExperimentPublic Function CreateMulticlassClassificationExperiment (experimentSettings As MulticlassExperimentSettings) As MulticlassClassificationExperimentParameters
- experimentSettings
- MulticlassExperimentSettings
Settings for the AutoML experiment.
Returns
A new AutoML multiclass classification experiment.
Remarks
See MulticlassClassificationExperiment for a more detailed code example of an AutoML multiclass classification experiment.
Applies to
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.MulticlassClassificationExperimentPublic Function CreateMulticlassClassificationExperiment (maxExperimentTimeInSeconds As UInteger) As MulticlassClassificationExperimentParameters
- maxExperimentTimeInSeconds
- UInt32
Maximum number of seconds that experiment will run.
Returns
A new AutoML multiclass classification experiment.
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).