MulticlassClassificationCatalog- MulticlassClassificationTrainers
Trainers
CrossValidate(IDataView, IEstimator<ITransformer>, Int32, String, String, Nullable<Int32>)- Evaluate(IDataView, String, String, String, Int32)
CrossValidate<TInShape, TOutShape, TTransformer>(MulticlassClassificationCatalog, DataView<TInShape>, Estimator<TInShape, TOutShape, TTransformer>, Func<TOutShape, Key<UInt32>>, Int32, Func<TInShape, PipelineColumn>, Nullable<Int32>)- Evaluate<T, TKey>(MulticlassClassificationCatalog, DataView<T>, Func<T, Key<UInt32, TKey>>, Func<T, (Vector<Single> score, Key<UInt32, TKey> predictedLabel)>, Int32)
- EvaluateObjectDetection(MulticlassClassificationCatalog, IDataView, Column, Column, Column, Column, Column)
- PermutationFeatureImportance(MulticlassClassificationCatalog, ITransformer, IDataView, String, Boolean, Nullable<Int32>, Int32)
- PermutationFeatureImportance<TModel>(MulticlassClassificationCatalog, ISingleFeaturePredictionTransformer<TModel>, IDataView, String, Boolean, Nullable<Int32>, Int32)
netstandard2.0
namespace Microsoft.ML.StaticPipe
{
public static class TrainingStaticExtensions : Object
{
public static (MulticlassClassificationMetrics metrics, Transformer<TInShape, TOutShape, TTransformer> model, DataView<TOutShape> scoredTestData)[] CrossValidate<TInShape, TOutShape, TTransformer>(this MulticlassClassificationCatalog catalog, DataView<TInShape> data, Estimator<TInShape, TOutShape, TTransformer> estimator, Func<TOutShape, Key<?>> label, ? numFolds = 5, Func<TInShape, PipelineColumn> stratificationColumn = null, Nullable<?> seed = null)
where TTransformer, class, ITransformer;
}
}
| .NET | 5.06.07.08.09.0 |
|---|---|
| .NET Core | 2.02.12.23.03.1 |
| .NET Framework | 4.6.14.6.24.74.7.14.7.24.84.8.1 |
| .NET Standard | 2.02.1 |
Information specific to netstandard2.0 | |
| Assembly | Microsoft.ML.StaticPipe , Version=1.0.0.0, PublicKeyToken=cc7b13ffcd2ddd51 |
| Referencing | Your project needs a package reference to |
| Package | Microsoft.ML.StaticPipe netstandard2.0 |
| Platform Restrictions | This framework does not have platform annotations. |
- Built-in API
- Package-provided API