BinaryClassificationExperiment Class

Definition

AutoML experiment on binary classification datasets.

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

Examples

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Methods

Execute(IDataView, ColumnInformation, IEstimator<ITransformer>, IProgress<RunDetail<BinaryClassificationMetrics>>)
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<BinaryClassificationMetrics>>)
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<BinaryClassificationMetrics>>)
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<BinaryClassificationMetrics>>)
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<BinaryClassificationMetrics>>)
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<BinaryClassificationMetrics>>)
Execute(IDataView, UInt32, String, String, IEstimator<ITransformer>, IProgress<CrossValidationRunDetail<TMetrics>>)

Executes an AutoML experiment.

(Inherited from ExperimentBase<TMetrics,TExperimentSettings>)

Applies to