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MulticlassClassificationExperiment Class

Definition

AutoML experiment on multiclass classification datasets.

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

Examples

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Methods

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

Executes an AutoML experiment.

(Inherited from ExperimentBase<TMetrics,TExperimentSettings>)

Applies to