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SdcaRegressionTrainer.xml
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SdcaRegressionTrainer.xml
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<Type Name="SdcaRegressionTrainer" FullName="Microsoft.ML.Trainers.SdcaRegressionTrainer">
<TypeSignature Language="C#" Value="public sealed class SdcaRegressionTrainer : Microsoft.ML.Trainers.SdcaTrainerBase<Microsoft.ML.Trainers.SdcaRegressionTrainer.Options,Microsoft.ML.Data.RegressionPredictionTransformer<Microsoft.ML.Trainers.LinearRegressionModelParameters>,Microsoft.ML.Trainers.LinearRegressionModelParameters>" />
<TypeSignature Language="ILAsm" Value=".class public auto ansi sealed beforefieldinit SdcaRegressionTrainer extends Microsoft.ML.Trainers.SdcaTrainerBase`3<class Microsoft.ML.Trainers.SdcaRegressionTrainer/Options, class Microsoft.ML.Data.RegressionPredictionTransformer`1<class Microsoft.ML.Trainers.LinearRegressionModelParameters>, class Microsoft.ML.Trainers.LinearRegressionModelParameters>" />
<TypeSignature Language="DocId" Value="T:Microsoft.ML.Trainers.SdcaRegressionTrainer" />
<TypeSignature Language="VB.NET" Value="Public NotInheritable Class SdcaRegressionTrainer
Inherits SdcaTrainerBase(Of SdcaRegressionTrainer.Options, RegressionPredictionTransformer(Of LinearRegressionModelParameters), LinearRegressionModelParameters)" />
<TypeSignature Language="F#" Value="type SdcaRegressionTrainer = class
 inherit SdcaTrainerBase<SdcaRegressionTrainer.Options, RegressionPredictionTransformer<LinearRegressionModelParameters>, LinearRegressionModelParameters>" />
<AssemblyInfo>
<AssemblyName>Microsoft.ML.StandardTrainers</AssemblyName>
<AssemblyVersion>1.0.0.0</AssemblyVersion>
</AssemblyInfo>
<Base>
<BaseTypeName>Microsoft.ML.Trainers.SdcaTrainerBase<Microsoft.ML.Trainers.SdcaRegressionTrainer+Options,Microsoft.ML.Data.RegressionPredictionTransformer<Microsoft.ML.Trainers.LinearRegressionModelParameters>,Microsoft.ML.Trainers.LinearRegressionModelParameters></BaseTypeName>
<BaseTypeArguments>
<BaseTypeArgument TypeParamName="TOptions">Microsoft.ML.Trainers.SdcaRegressionTrainer+Options</BaseTypeArgument>
<BaseTypeArgument TypeParamName="TTransformer">Microsoft.ML.Data.RegressionPredictionTransformer<Microsoft.ML.Trainers.LinearRegressionModelParameters></BaseTypeArgument>
<BaseTypeArgument TypeParamName="TModel">Microsoft.ML.Trainers.LinearRegressionModelParameters</BaseTypeArgument>
</BaseTypeArguments>
</Base>
<Interfaces />
<Docs>
<summary>
The <see cref="T:Microsoft.ML.IEstimator`1" /> for training a regression model using the stochastic dual coordinate ascent method.
</summary>
<remarks>
<format type="text/markdown"><![CDATA[
To create this trainer, use [Sdca](xref:Microsoft.ML.StandardTrainersCatalog.Sdca(Microsoft.ML.RegressionCatalog.RegressionTrainers,System.String,System.String,System.String,Microsoft.ML.Trainers.ISupportSdcaRegressionLoss,System.Nullable{System.Single},System.Nullable{System.Single},System.Nullable{System.Int32}))
or [Sdca(Options)](xref:Microsoft.ML.StandardTrainersCatalog.Sdca(Microsoft.ML.RegressionCatalog.RegressionTrainers,Microsoft.ML.Trainers.SdcaRegressionTrainer.Options)).
[!include[io](~/../docs/samples/docs/api-reference/io-columns-regression.md)]
### Trainer Characteristics
| | |
| -- | -- |
| Machine learning task | Regression |
| Is normalization required? | Yes |
| Is caching required? | No |
| Required NuGet in addition to Microsoft.ML | None |
| Exportable to ONNX | Yes |
[!include[algorithm](~/../docs/samples/docs/api-reference/algo-details-sdca.md)]
[!include[regularization](~/../docs/samples/docs/api-reference/regularization-l1-l2.md)]
[!include[references](~/../docs/samples/docs/api-reference/algo-details-sdca-refs.md)]
]]></format>
</remarks>
<altmember cref="M:Microsoft.ML.StandardTrainersCatalog.Sdca(Microsoft.ML.RegressionCatalog.RegressionTrainers,System.String,System.String,System.String,Microsoft.ML.Trainers.ISupportSdcaRegressionLoss,System.Nullable{System.Single},System.Nullable{System.Single},System.Nullable{System.Int32})" />
<altmember cref="M:Microsoft.ML.StandardTrainersCatalog.Sdca(Microsoft.ML.RegressionCatalog.RegressionTrainers,Microsoft.ML.Trainers.SdcaRegressionTrainer.Options)" />
<altmember cref="T:Microsoft.ML.Trainers.SdcaRegressionTrainer.Options" />
</Docs>
<Members />
</Type>