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TreeEnsembleFeaturizationTransformer.xml
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TreeEnsembleFeaturizationTransformer.xml
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<Type Name="TreeEnsembleFeaturizationTransformer" FullName="Microsoft.ML.Trainers.FastTree.TreeEnsembleFeaturizationTransformer">
<TypeSignature Language="C#" Value="public sealed class TreeEnsembleFeaturizationTransformer : Microsoft.ML.Data.PredictionTransformerBase<Microsoft.ML.Trainers.FastTree.TreeEnsembleModelParameters>" />
<TypeSignature Language="ILAsm" Value=".class public auto ansi sealed beforefieldinit TreeEnsembleFeaturizationTransformer extends Microsoft.ML.Data.PredictionTransformerBase`1<class Microsoft.ML.Trainers.FastTree.TreeEnsembleModelParameters>" />
<TypeSignature Language="DocId" Value="T:Microsoft.ML.Trainers.FastTree.TreeEnsembleFeaturizationTransformer" />
<TypeSignature Language="VB.NET" Value="Public NotInheritable Class TreeEnsembleFeaturizationTransformer
Inherits PredictionTransformerBase(Of TreeEnsembleModelParameters)" />
<TypeSignature Language="F#" Value="type TreeEnsembleFeaturizationTransformer = class
 inherit PredictionTransformerBase<TreeEnsembleModelParameters>" />
<AssemblyInfo>
<AssemblyName>Microsoft.ML.FastTree</AssemblyName>
<AssemblyVersion>1.0.0.0</AssemblyVersion>
</AssemblyInfo>
<Base>
<BaseTypeName>Microsoft.ML.Data.PredictionTransformerBase<Microsoft.ML.Trainers.FastTree.TreeEnsembleModelParameters></BaseTypeName>
<BaseTypeArguments>
<BaseTypeArgument TypeParamName="!0">Microsoft.ML.Trainers.FastTree.TreeEnsembleModelParameters</BaseTypeArgument>
</BaseTypeArguments>
</Base>
<Interfaces />
<Docs>
<summary>
<see cref="T:Microsoft.ML.ITransformer" /> resulting from fitting any derived class of <see cref="T:Microsoft.ML.Trainers.FastTree.TreeEnsembleFeaturizationEstimatorBase" />.
The derived classes include, for example, <see cref="T:Microsoft.ML.Trainers.FastTree.FastTreeBinaryFeaturizationEstimator" /> and
<see cref="T:Microsoft.ML.Trainers.FastTree.FastForestRegressionFeaturizationEstimator" />.
</summary>
<remarks>To be added.</remarks>
</Docs>
<Members>
<Member MemberName="GetOutputSchema">
<MemberSignature Language="C#" Value="public override Microsoft.ML.DataViewSchema GetOutputSchema (Microsoft.ML.DataViewSchema inputSchema);" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig virtual instance class Microsoft.ML.DataViewSchema GetOutputSchema(class Microsoft.ML.DataViewSchema inputSchema) cil managed" />
<MemberSignature Language="DocId" Value="M:Microsoft.ML.Trainers.FastTree.TreeEnsembleFeaturizationTransformer.GetOutputSchema(Microsoft.ML.DataViewSchema)" />
<MemberSignature Language="VB.NET" Value="Public Overrides Function GetOutputSchema (inputSchema As DataViewSchema) As DataViewSchema" />
<MemberSignature Language="F#" Value="override this.GetOutputSchema : Microsoft.ML.DataViewSchema -> Microsoft.ML.DataViewSchema" Usage="treeEnsembleFeaturizationTransformer.GetOutputSchema inputSchema" />
<MemberType>Method</MemberType>
<AssemblyInfo>
<AssemblyName>Microsoft.ML.FastTree</AssemblyName>
<AssemblyVersion>1.0.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>Microsoft.ML.DataViewSchema</ReturnType>
</ReturnValue>
<Parameters>
<Parameter Name="inputSchema" Type="Microsoft.ML.DataViewSchema" />
</Parameters>
<Docs>
<param name="inputSchema">
<see cref="T:Microsoft.ML.DataViewSchema" /> of the data to be transformed.</param>
<summary>
<see cref="T:Microsoft.ML.Trainers.FastTree.TreeEnsembleFeaturizationTransformer" /> appends three columns to the <paramref name="inputSchema" />.
The three columns are all <see cref="T:System.Single" /> vectors. The fist column stores the prediction values of all trees and
its default name is "Trees". The second column (default name: "Leaves") contains leaf IDs where the given feature vector falls into.
The third column (default name: "Paths") encodes the paths to those leaves via a 0-1 vector.
</summary>
<returns>
<see cref="T:Microsoft.ML.DataViewSchema" /> of the transformed data if the input schema is <paramref name="inputSchema" />.</returns>
<remarks>To be added.</remarks>
</Docs>
</Member>
</Members>
</Type>