# # ChangeLog for branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis # # Generated by Trac 1.0.12 # 11/19/24 21:54:14 Wed, 08 Aug 2018 07:59:35 GMT bwerth [16069] * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/MetaModels/RegressionNodeModel.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/MetaModels/RegressionNodeTreeModel.cs (modified) #2847 fixed serialization bug Wed, 20 Jun 2018 07:53:28 GMT bwerth [15967] * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/HeuristicLab.Algorithms.DataAnalysis-3.4.csproj (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/LeafModels/ComponentReducedLinearModel.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/LeafModels/DampenedModel.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/LeafModels/PreconstructedLinearModel.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/LeafTypes/ComponentReductionLinearLeaf.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/LeafTypes/LeafBase.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/LeafTypes/LinearLeaf.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/LeafTypes/M5Leaf.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/M5Regression.cs (modified) #2847 added logistic dampening and some minor changes Thu, 08 Mar 2018 09:57:03 GMT bwerth [15833] * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/GBM/GradientBoostingRegressionAlgorithm.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/LeafModels/PreconstructedLinearModel.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/M5Regression.cs (modified) #2847: added handling of empty and underdetermined data sets Thu, 08 Mar 2018 07:46:40 GMT bwerth [15830] * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/HeuristicLab.Algorithms.DataAnalysis-3.4.csproj (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Interfaces/ILeafModel.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Interfaces/IM5Model.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Interfaces/IPruning.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Interfaces/ISplitter.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/LeafModels (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/LeafModels/ComponentReducedLinearModel.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/LeafModels/DampenedLinearModel.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/LeafModels/PreconstructedLinearModel.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/LeafTypes/ComplexLeaf.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/LeafTypes/ComponentReductionLinearLeaf.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/LeafTypes/ConstantLeaf.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/LeafTypes/GaussianProcessLeaf.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/LeafTypes/LeafBase.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/LeafTypes/LinearLeaf.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/LeafTypes/LogisticLeaf.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/LeafTypes/M5Leaf.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/LeafTypes/M5regLeaf.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/M5Regression.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/M5Utilities/RegressionTreeAnalyzer.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/M5Utilities/RegressionTreeParameters.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/M5Utilities/RegressionTreeUtilities.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/MetaModels/RegressionNodeModel.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/MetaModels/RegressionNodeTreeModel.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/MetaModels/RegressionRuleModel.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/MetaModels/RegressionRuleSetModel.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Pruning/ComplexityPruning.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Pruning/NoPruning.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Spliting/CorrelationImpuritiyCalculator.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Spliting/CorrelationSplitter.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Spliting/M5Splitter.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Spliting/NeumaierSum.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Spliting/OrderImpurityCalculator.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Spliting/SplitterBase.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Spliting/UnivariateOnlineLR.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/m5.patch (added) #2847 adapted project to new rep structure; major changes to ... Mon, 15 Jan 2018 07:21:48 GMT bwerth [15614] * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4 (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/GaussianProcessRegression.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/HeuristicLab.Algorithms.DataAnalysis-3.4.csproj (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/HeuristicLab.Algorithms.DataAnalysis-3.4.csproj.DotSettings (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Interfaces/ILeafModel.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Interfaces/ILeafType.cs (deleted) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Interfaces/IM5MetaModel.cs (deleted) * 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branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Pruning/M5LeafBottomUpPruning.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Pruning/M5LeafPruning.cs (deleted) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Pruning/M5LinearBottomUpPruning.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Pruning/M5LinearPruning.cs (deleted) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Pruning/NoPruning.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Pruning/PruningBase.cs (deleted) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Spliting/M5Spliter.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Spliting/OptimumSearchingSpliter.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Spliting/OrderImpurityCalculator.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Spliting/OrderSplitType.cs (deleted) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/NonlinearRegression/NonlinearRegression.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/Plugin.cs.frame (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/RandomForest/RandomForestClassification.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/RandomForest/RandomForestModel.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/RandomForest/RandomForestRegression.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/TSNE/Distances/CosineDistance.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/TSNE/Distances/DistanceBase.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/TSNE/Distances/EuclideanDistance.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/TSNE/Distances/ManhattanDistance.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/TSNE/Distances/WeightedEuclideanDistance.cs (copied) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/TSNE/TSNEAlgorithm.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/TSNE/TSNEStatic.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/TSNE/TSNEUtils.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/TSNE/VantagePointTree.cs (modified) #2847 made changes to M5 according to review comments Tue, 19 Dec 2017 15:57:14 GMT gkronber [15550] * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Interfaces/ISplitType.cs (modified) #2847: made some changes while reviewing Tue, 19 Dec 2017 15:57:03 GMT gkronber [15549] * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/M5Utilities/M5CreationParameters.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/M5Utilities/M5StaticUtilities.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/M5Utilities/M5UpdateParameters.cs (modified) #2847: made some changes while reviewing Fri, 10 Nov 2017 11:56:36 GMT bwerth [15470] * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/FixedDataAnalysisAlgorithm.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/HeuristicLab.Algorithms.DataAnalysis-3.4.csproj (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Interfaces/IImpurityCalculator.cs (deleted) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Interfaces/IImpurityType.cs (deleted) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Interfaces/ISplitType.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/LeafTypes/ComponentReductionLinearLeaf.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/M5Regression.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/M5Utilities/M5Analyzer.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/M5Utilities/M5CreationParameters.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/M5Utilities/M5UpdateParameters.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/M5Utilities/PrincipleComponentTransformation.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/M5Utilities/SplitInfo.cs (deleted) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/MetaModels/ComponentReducedLinearModel.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/MetaModels/M5NodeModel.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/MetaModels/PreconstructedLinearModel.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Pruning/HoldoutLeafPruning.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Pruning/M5LinearPruning.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Pruning/NoPruning.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Pruning/PruningBase.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Spliting/OrderImpurityCalculator.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Spliting/OrderImpurityType.cs (deleted) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/M5Regression/Spliting/OrderSplitType.cs (added) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/PCA (deleted) * branches/M5Regression/M5Regression.sln (added) #2847 worked on M5Regression Tue, 24 Oct 2017 11:28:33 GMT bwerth [15430] * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/FixedDataAnalysisAlgorithm.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/GaussianProcessClassification.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/GaussianProcessRegression.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/MeanFunctions/MeanConst.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/GradientBoostedTrees/LossFunctions/SquaredErrorLoss.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/HeuristicLab.Algorithms.DataAnalysis-3.4.csproj (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/Interfaces/INearestNeighbourClassificationSolution.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/Interfaces/INearestNeighbourModel.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/Interfaces/INearestNeighbourRegressionSolution.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/Interfaces/INeuralNetworkClassificationSolution.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/Interfaces/INeuralNetworkEnsembleClassificationSolution.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/Interfaces/INeuralNetworkEnsembleModel.cs 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branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/kMeans/KMeansClusteringSolution.cs (modified) #2847 first implementation of M5'-regression Mon, 23 Oct 2017 10:37:42 GMT bwerth [15428] * branches/M5Regression (added) * branches/M5Regression/Build.cmd (copied) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis (copied) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/HeuristicLab.Algorithms.DataAnalysis-3.4.csproj (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/KernelRidgeRegression/KernelRidgeRegression.cs (modified) * branches/M5Regression/HeuristicLab.Algorithms.DataAnalysis/3.4/TSNE/TSNEAlgorithm.cs (modified) * branches/M5Regression/PreBuildEvent.cmd (copied) #2847 created initial branch Mon, 18 Sep 2017 10:18:47 GMT jkarder [15367] * trunk/sources/HeuristicLab.Algorithms.Benchmarks/3.3/BenchmarkAlgorithm.cs (modified) * trunk/sources/HeuristicLab.Algorithms.DataAnalysis.Views/3.4/CrossValidationView.cs (modified) * trunk/sources/HeuristicLab.Algorithms.DataAnalysis/3.4/CrossValidation.cs (modified) * trunk/sources/HeuristicLab.Clients.Hive/3.3/Tasks/EngineTask.cs (modified) * trunk/sources/HeuristicLab.Clients.Hive/3.3/Tasks/OptimizerTask.cs (modified) * trunk/sources/HeuristicLab.Clients.OKB.Views/3.3/RunCreation/Views/OKBAlgorithmView.cs (modified) * trunk/sources/HeuristicLab.Common/3.3/AsyncHelper.cs (modified) * trunk/sources/HeuristicLab.Common/3.3/ExceptionExtensions.cs (added) * trunk/sources/HeuristicLab.Common/3.3/HeuristicLab.Common-3.3.csproj (modified) * trunk/sources/HeuristicLab.Core/3.3/Engine.cs (modified) * trunk/sources/HeuristicLab.DebugEngine/3.3/DebugEngine.cs (modified) * trunk/sources/HeuristicLab.Optimization.Views/3.3/IOptimizerView.cs (modified) * trunk/sources/HeuristicLab.Optimization/3.3/Algorithms/BasicAlgorithm.cs (modified) #2830: * the asynchronous calls are now awaited * added ...