ExperimentBase<TMetrics,TExperimentSettings> Class
Definition
Important
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AutoML experiment base class. All task-specific AutoML experiments (like BinaryClassificationExperiment) inherit from this class.
public abstract class ExperimentBase<TMetrics,TExperimentSettings> where TMetrics : class where TExperimentSettings : ExperimentSettings
type ExperimentBase<'Metrics, 'ExperimentSettings (requires 'Metrics : null and 'ExperimentSettings :> ExperimentSettings)> = class
Public MustInherit Class ExperimentBase(Of TMetrics, TExperimentSettings)
Type Parameters
- TMetrics
Metrics type used by task-specific AutoML experiments.
- TExperimentSettings
Experiment settings type.
- Inheritance
-
ExperimentBase<TMetrics,TExperimentSettings>
- Derived
Methods
Execute(IDataView, ColumnInformation, IEstimator<ITransformer>, IProgress<RunDetail<TMetrics>>) |
Executes an AutoML experiment. |
Execute(IDataView, IDataView, ColumnInformation, IEstimator<ITransformer>, IProgress<RunDetail<TMetrics>>) |
Executes an AutoML experiment. |
Execute(IDataView, IDataView, String, IEstimator<ITransformer>, IProgress<RunDetail<TMetrics>>) |
Executes an AutoML experiment. |
Execute(IDataView, String, String, IEstimator<ITransformer>, IProgress<RunDetail<TMetrics>>) |
Executes an AutoML experiment. |
Execute(IDataView, UInt32, ColumnInformation, IEstimator<ITransformer>, IProgress<CrossValidationRunDetail<TMetrics>>) |
Executes an AutoML experiment. |
Execute(IDataView, UInt32, String, String, IEstimator<ITransformer>, IProgress<CrossValidationRunDetail<TMetrics>>) |
Executes an AutoML experiment. |
Applies to
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