AutoCatalog.CreateRegressionExperiment Method
Definition
Important
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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.RegressionExperimentPublic Function CreateRegressionExperiment (experimentSettings As RegressionExperimentSettings) As RegressionExperimentParameters
- experimentSettings
- RegressionExperimentSettings
Settings for the AutoML experiment.
Returns
A new AutoML regression experiment.
Remarks
See RegressionExperiment for a more detailed code example of an AutoML regression experiment.
Applies to
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.RegressionExperimentPublic Function CreateRegressionExperiment (maxExperimentTimeInSeconds As UInteger) As RegressionExperimentParameters
- maxExperimentTimeInSeconds
- UInt32
Maximum number of seconds that experiment will run.
Returns
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).