ExperimentBase<TMetrics,TExperimentSettings> Classe

Definição

Namespace:

Microsoft.ML.AutoML

Assembly:

Microsoft.ML.AutoML.dll

Pacote:

Microsoft.ML.AutoML v0.21.1

Classe base do experimento AutoML. Todos os experimentos AutoML específicos da tarefa (como BinaryClassificationExperiment) herdam dessa classe.

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)

Parâmetros de tipo

TMetrics

Tipo de métrica usado por experimentos AutoML específicos da tarefa.

TExperimentSettings

Tipo de configurações de experimento.

Herança

Object

ExperimentBase<TMetrics,TExperimentSettings>

Derivado

Microsoft.ML.AutoML.BinaryClassificationExperiment

Microsoft.ML.AutoML.MulticlassClassificationExperiment

Microsoft.ML.AutoML.RankingExperiment

Microsoft.ML.AutoML.RecommendationExperiment

Microsoft.ML.AutoML.RegressionExperiment

Métodos

Execute(IDataView, ColumnInformation, IEstimator<ITransformer>, IProgress<RunDetail<TMetrics>>)	Executa um experimento AutoML.
Execute(IDataView, IDataView, ColumnInformation, IEstimator<ITransformer>, IProgress<RunDetail<TMetrics>>)	Executa um experimento AutoML.
Execute(IDataView, IDataView, String, IEstimator<ITransformer>, IProgress<RunDetail<TMetrics>>)	Executa um experimento AutoML.
Execute(IDataView, String, String, IEstimator<ITransformer>, IProgress<RunDetail<TMetrics>>)	Executa um experimento AutoML.
Execute(IDataView, UInt32, ColumnInformation, IEstimator<ITransformer>, IProgress<CrossValidationRunDetail<TMetrics>>)	Executa um experimento AutoML.
Execute(IDataView, UInt32, String, String, IEstimator<ITransformer>, IProgress<CrossValidationRunDetail<TMetrics>>)	Executa um experimento AutoML.