RegressionExperiment Class

Definition

AutoML experiment on regression classification datasets.

public sealed class RegressionExperiment : Microsoft.ML.AutoML.ExperimentBase<Microsoft.ML.Data.RegressionMetrics,Microsoft.ML.AutoML.RegressionExperimentSettings>
type RegressionExperiment = class
    inherit ExperimentBase<RegressionMetrics, RegressionExperimentSettings>
Public NotInheritable Class RegressionExperiment
Inherits ExperimentBase(Of RegressionMetrics, RegressionExperimentSettings)
Inheritance

Examples

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Methods

Execute(IDataView, ColumnInformation, IEstimator<ITransformer>, IProgress<RunDetail<RegressionMetrics>>)
Execute(IDataView, ColumnInformation, IEstimator<ITransformer>, IProgress<RunDetail<TMetrics>>)

Executes an AutoML experiment.

(Inherited from ExperimentBase<TMetrics,TExperimentSettings>)
Execute(IDataView, IDataView, ColumnInformation, IEstimator<ITransformer>, IProgress<RunDetail<RegressionMetrics>>)
Execute(IDataView, IDataView, ColumnInformation, IEstimator<ITransformer>, IProgress<RunDetail<TMetrics>>)

Executes an AutoML experiment.

(Inherited from ExperimentBase<TMetrics,TExperimentSettings>)
Execute(IDataView, IDataView, String, IEstimator<ITransformer>, IProgress<RunDetail<RegressionMetrics>>)
Execute(IDataView, IDataView, String, IEstimator<ITransformer>, IProgress<RunDetail<TMetrics>>)

Executes an AutoML experiment.

(Inherited from ExperimentBase<TMetrics,TExperimentSettings>)
Execute(IDataView, String, String, IEstimator<ITransformer>, IProgress<RunDetail<RegressionMetrics>>)
Execute(IDataView, String, String, IEstimator<ITransformer>, IProgress<RunDetail<TMetrics>>)

Executes an AutoML experiment.

(Inherited from ExperimentBase<TMetrics,TExperimentSettings>)
Execute(IDataView, UInt32, ColumnInformation, IEstimator<ITransformer>, IProgress<CrossValidationRunDetail<RegressionMetrics>>)
Execute(IDataView, UInt32, ColumnInformation, IEstimator<ITransformer>, IProgress<CrossValidationRunDetail<TMetrics>>)

Executes an AutoML experiment.

(Inherited from ExperimentBase<TMetrics,TExperimentSettings>)
Execute(IDataView, UInt32, String, String, IEstimator<ITransformer>, IProgress<CrossValidationRunDetail<RegressionMetrics>>)
Execute(IDataView, UInt32, String, String, IEstimator<ITransformer>, IProgress<CrossValidationRunDetail<TMetrics>>)

Executes an AutoML experiment.

(Inherited from ExperimentBase<TMetrics,TExperimentSettings>)

Applies to