Changeset 12332 for branches/GBT/HeuristicLab.Algorithms.DataAnalysis

Timestamp:

04/23/15 12:45:33 (10 years ago)

Author:

gkronber

Message:

#2261: initial import of gradient boosted trees for regression

Location:

branches/GBT/HeuristicLab.Algorithms.DataAnalysis/3.4

Files:

• GradientBoostedTrees (added)
• GradientBoostedTrees/GradientBoostedTreesAlgorithm.cs (added)
• GradientBoostedTrees/GradientBoostedTreesAlgorithmStatic.cs (added)
• GradientBoostedTrees/GradientBoostedTreesModel.cs (added)
• GradientBoostedTrees/LossFunctions (added)
• GradientBoostedTrees/LossFunctions/ILossFunction.cs (added)
• GradientBoostedTrees/LossFunctions/SquaredErrorLoss.cs (added)
• GradientBoostedTrees/RegressionTreeBuilder.cs (added)
• GradientBoostedTrees/RegressionTreeModel.cs (added)
• HeuristicLab.Algorithms.DataAnalysis-3.4.csproj (modified) (1 diff)

branches/GBT/HeuristicLab.Algorithms.DataAnalysis/3.4/HeuristicLab.Algorithms.DataAnalysis-3.4.csproj

@@ -195 +195 @@
     <Compile Include="GaussianProcess\GaussianProcessRegressionSolution.cs" />
     <Compile Include="GaussianProcess\ICovarianceFunction.cs" />
+    <Compile Include="GradientBoostedTrees\GradientBoostedTreesAlgorithm.cs" />
+    <Compile Include="GradientBoostedTrees\GradientBoostedTreesAlgorithmStatic.cs" />
+    <Compile Include="GradientBoostedTrees\GradientBoostedTreesModel.cs" />
+    <Compile Include="GradientBoostedTrees\LossFunctions\ILossFunction.cs" />
+    <Compile Include="GradientBoostedTrees\LossFunctions\SquaredErrorLoss.cs" />
+    <Compile Include="GradientBoostedTrees\RegressionTreeBuilder.cs" />
+    <Compile Include="GradientBoostedTrees\RegressionTreeModel.cs" />
     <Compile Include="Interfaces\IGaussianProcessClassificationModelCreator.cs" />
     <Compile Include="Interfaces\IGaussianProcessRegressionModelCreator.cs" />