MulticlassClassificationExperiment.Execute 方法

定义

重载

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

public override Microsoft.ML.AutoML.ExperimentResult<Microsoft.ML.Data.MulticlassClassificationMetrics> Execute (Microsoft.ML.IDataView trainData, Microsoft.ML.AutoML.ColumnInformation columnInformation, Microsoft.ML.IEstimator<Microsoft.ML.ITransformer> preFeaturizer = default, IProgress<Microsoft.ML.AutoML.RunDetail<Microsoft.ML.Data.MulticlassClassificationMetrics>> progressHandler = default);

参数

trainData
IDataView
columnInformation
ColumnInformation
preFeaturizer
IEstimator<ITransformer>

返回

适用于

ML.NET Preview
产品 版本
ML.NET Preview

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

public override Microsoft.ML.AutoML.ExperimentResult<Microsoft.ML.Data.MulticlassClassificationMetrics> Execute (Microsoft.ML.IDataView trainData, Microsoft.ML.IDataView validationData, Microsoft.ML.AutoML.ColumnInformation columnInformation, Microsoft.ML.IEstimator<Microsoft.ML.ITransformer> preFeaturizer = default, IProgress<Microsoft.ML.AutoML.RunDetail<Microsoft.ML.Data.MulticlassClassificationMetrics>> progressHandler = default);

参数

trainData
IDataView
validationData
IDataView
columnInformation
ColumnInformation
preFeaturizer
IEstimator<ITransformer>

返回

适用于

ML.NET Preview
产品 版本
ML.NET Preview

Execute(IDataView, IDataView, String, IEstimator<ITransformer>, IProgress<RunDetail<MulticlassClassificationMetrics>>)

public override Microsoft.ML.AutoML.ExperimentResult<Microsoft.ML.Data.MulticlassClassificationMetrics> Execute (Microsoft.ML.IDataView trainData, Microsoft.ML.IDataView validationData, string labelColumnName = "Label", Microsoft.ML.IEstimator<Microsoft.ML.ITransformer> preFeaturizer = default, IProgress<Microsoft.ML.AutoML.RunDetail<Microsoft.ML.Data.MulticlassClassificationMetrics>> progressHandler = default);

参数

trainData
IDataView
validationData
IDataView
labelColumnName
String
preFeaturizer
IEstimator<ITransformer>

返回

适用于

ML.NET Preview
产品 版本
ML.NET Preview

Execute(IDataView, String, String, IEstimator<ITransformer>, IProgress<RunDetail<MulticlassClassificationMetrics>>)

public override Microsoft.ML.AutoML.ExperimentResult<Microsoft.ML.Data.MulticlassClassificationMetrics> Execute (Microsoft.ML.IDataView trainData, string labelColumnName = "Label", string samplingKeyColumn = default, Microsoft.ML.IEstimator<Microsoft.ML.ITransformer> preFeaturizer = default, IProgress<Microsoft.ML.AutoML.RunDetail<Microsoft.ML.Data.MulticlassClassificationMetrics>> progressHandler = default);

参数

trainData
IDataView
labelColumnName
String
samplingKeyColumn
String
preFeaturizer
IEstimator<ITransformer>

返回

适用于

ML.NET Preview
产品 版本
ML.NET Preview

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

public override Microsoft.ML.AutoML.CrossValidationExperimentResult<Microsoft.ML.Data.MulticlassClassificationMetrics> Execute (Microsoft.ML.IDataView trainData, uint numberOfCVFolds, Microsoft.ML.AutoML.ColumnInformation columnInformation = default, Microsoft.ML.IEstimator<Microsoft.ML.ITransformer> preFeaturizer = default, IProgress<Microsoft.ML.AutoML.CrossValidationRunDetail<Microsoft.ML.Data.MulticlassClassificationMetrics>> progressHandler = default);

参数

trainData
IDataView
numberOfCVFolds
UInt32
columnInformation
ColumnInformation
preFeaturizer
IEstimator<ITransformer>

返回

适用于

ML.NET Preview
产品 版本
ML.NET Preview

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

public override Microsoft.ML.AutoML.CrossValidationExperimentResult<Microsoft.ML.Data.MulticlassClassificationMetrics> Execute (Microsoft.ML.IDataView trainData, uint numberOfCVFolds, string labelColumnName = "Label", string samplingKeyColumn = default, Microsoft.ML.IEstimator<Microsoft.ML.ITransformer> preFeaturizer = default, IProgress<Microsoft.ML.AutoML.CrossValidationRunDetail<Microsoft.ML.Data.MulticlassClassificationMetrics>> progressHandler = default);

参数

trainData
IDataView
numberOfCVFolds
UInt32
labelColumnName
String
samplingKeyColumn
String
preFeaturizer
IEstimator<ITransformer>

返回

适用于

ML.NET Preview
产品 版本
ML.NET Preview