AutoCatalog.CreateRecommendationExperiment Method
Definition
Important
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Overloads
| CreateRecommendationExperiment(UInt32) |
Creates a new AutoML experiment to run on a recommendation classification dataset. |
| CreateRecommendationExperiment(RecommendationExperimentSettings) |
Creates a new AutoML experiment to run on a recommendation dataset. |
CreateRecommendationExperiment(UInt32)
Creates a new AutoML experiment to run on a recommendation classification dataset.
public Microsoft.ML.AutoML.RecommendationExperiment CreateRecommendationExperiment (uint maxExperimentTimeInSeconds);member this.CreateRecommendationExperiment : uint32 -> Microsoft.ML.AutoML.RecommendationExperimentPublic Function CreateRecommendationExperiment (maxExperimentTimeInSeconds As UInteger) As RecommendationExperimentParameters
- maxExperimentTimeInSeconds
- UInt32
Maximum number of seconds that experiment will run.
Returns
A new AutoML recommendation classification experiment.
Remarks
See RecommendationExperiment 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
CreateRecommendationExperiment(RecommendationExperimentSettings)
Creates a new AutoML experiment to run on a recommendation dataset.
public Microsoft.ML.AutoML.RecommendationExperiment CreateRecommendationExperiment (Microsoft.ML.AutoML.RecommendationExperimentSettings experimentSettings);member this.CreateRecommendationExperiment : Microsoft.ML.AutoML.RecommendationExperimentSettings -> Microsoft.ML.AutoML.RecommendationExperimentPublic Function CreateRecommendationExperiment (experimentSettings As RecommendationExperimentSettings) As RecommendationExperimentParameters
- experimentSettings
- RecommendationExperimentSettings
Settings for the AutoML experiment.
Returns
A new AutoML recommendation experiment.
Remarks
See RecommendationExperiment for a more detailed code example of an AutoML recommendation experiment.