Changeset 16140 for branches/2817-BinPackingSpeedup/HeuristicLab.Algorithms.DataAnalysis/3.4/RandomForest
- Timestamp:
- 09/14/18 11:36:59 (6 years ago)
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- branches/2817-BinPackingSpeedup
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- 9 edited
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branches/2817-BinPackingSpeedup
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branches/2817-BinPackingSpeedup/HeuristicLab.Algorithms.DataAnalysis
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branches/2817-BinPackingSpeedup/HeuristicLab.Algorithms.DataAnalysis/3.4
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/stable/HeuristicLab.Algorithms.DataAnalysis/3.4 merged eligible /branches/1721-RandomForestPersistence/HeuristicLab.Algorithms.DataAnalysis/3.4 10321-10322 /branches/Async/HeuristicLab.Algorithms.DataAnalysis/3.4 13329-15286 /branches/Benchmarking/sources/HeuristicLab.Algorithms.DataAnalysis/3.4 6917-7005 /branches/ClassificationModelComparison/HeuristicLab.Algorithms.DataAnalysis/3.4 9070-13099 /branches/CloningRefactoring/HeuristicLab.Algorithms.DataAnalysis/3.4 4656-4721 /branches/DataAnalysis Refactoring/HeuristicLab.Algorithms.DataAnalysis/3.4 5471-5808 /branches/DataAnalysis SolutionEnsembles/HeuristicLab.Algorithms.DataAnalysis/3.4 5815-6180 /branches/DataAnalysis/HeuristicLab.Algorithms.DataAnalysis/3.4 4458-4459,4462,4464 /branches/DataPreprocessing/HeuristicLab.Algorithms.DataAnalysis/3.4 10085-11101 /branches/GP.Grammar.Editor/HeuristicLab.Algorithms.DataAnalysis/3.4 6284-6795 /branches/GP.Symbols (TimeLag, Diff, Integral)/HeuristicLab.Algorithms.DataAnalysis/3.4 5060 /branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Algorithms.DataAnalysis/3.4 11570-12508 /branches/HeuristicLab.Problems.Orienteering/HeuristicLab.Algorithms.DataAnalysis/3.4 11130-12721 /branches/HeuristicLab.RegressionSolutionGradientView/HeuristicLab.Algorithms.DataAnalysis/3.4 13819-14091 /branches/HeuristicLab.TimeSeries/HeuristicLab.Algorithms.DataAnalysis/3.4 8116-8789 /branches/LogResidualEvaluator/HeuristicLab.Algorithms.DataAnalysis/3.4 10202-10483 /branches/NET40/sources/HeuristicLab.Algorithms.DataAnalysis/3.4 5138-5162 /branches/ParallelEngine/HeuristicLab.Algorithms.DataAnalysis/3.4 5175-5192 /branches/ProblemInstancesRegressionAndClassification/HeuristicLab.Algorithms.DataAnalysis/3.4 7773-7810 /branches/QAPAlgorithms/HeuristicLab.Algorithms.DataAnalysis/3.4 6350-6627 /branches/Restructure trunk solution/HeuristicLab.Algorithms.DataAnalysis/3.4 6828 /branches/SpectralKernelForGaussianProcesses/HeuristicLab.Algorithms.DataAnalysis/3.4 10204-10479 /branches/SuccessProgressAnalysis/HeuristicLab.Algorithms.DataAnalysis/3.4 5370-5682 /branches/Trunk/HeuristicLab.Algorithms.DataAnalysis/3.4 6829-6865 /branches/VNS/HeuristicLab.Algorithms.DataAnalysis/3.4 5594-5752 /branches/Weighted TSNE/3.4 15451-15531 /branches/histogram/HeuristicLab.Algorithms.DataAnalysis/3.4 5959-6341 /branches/symbreg-factors-2650/HeuristicLab.Algorithms.DataAnalysis/3.4 14232-14825 /trunk/sources/HeuristicLab.Algorithms.DataAnalysis/3.4 15303-15680
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branches/2817-BinPackingSpeedup/HeuristicLab.Algorithms.DataAnalysis/3.4/RandomForest/RandomForestClassification.cs
r14523 r16140 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 6Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2018 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. … … 152 152 public static RandomForestClassificationSolution CreateRandomForestClassificationSolution(IClassificationProblemData problemData, int nTrees, double r, double m, int seed, 153 153 out double rmsError, out double relClassificationError, out double outOfBagRmsError, out double outOfBagRelClassificationError) { 154 var model = CreateRandomForestClassificationModel(problemData, nTrees, r, m, seed, out rmsError, out relClassificationError, out outOfBagRmsError, out outOfBagRelClassificationError); 154 var model = CreateRandomForestClassificationModel(problemData, nTrees, r, m, seed, 155 out rmsError, out relClassificationError, out outOfBagRmsError, out outOfBagRelClassificationError); 155 156 return new RandomForestClassificationSolution(model, (IClassificationProblemData)problemData.Clone()); 156 157 } … … 158 159 public static RandomForestModel CreateRandomForestClassificationModel(IClassificationProblemData problemData, int nTrees, double r, double m, int seed, 159 160 out double rmsError, out double relClassificationError, out double outOfBagRmsError, out double outOfBagRelClassificationError) { 160 return RandomForestModel.CreateClassificationModel(problemData, nTrees, r, m, seed, out rmsError, out relClassificationError, out outOfBagRmsError, out outOfBagRelClassificationError); 161 return RandomForestModel.CreateClassificationModel(problemData, nTrees, r, m, seed, 162 rmsError: out rmsError, relClassificationError: out relClassificationError, outOfBagRmsError: out outOfBagRmsError, outOfBagRelClassificationError: out outOfBagRelClassificationError); 161 163 } 162 164 #endregion -
branches/2817-BinPackingSpeedup/HeuristicLab.Algorithms.DataAnalysis/3.4/RandomForest/RandomForestClassificationSolution.cs
r14345 r16140 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 6Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2018 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/2817-BinPackingSpeedup/HeuristicLab.Algorithms.DataAnalysis/3.4/RandomForest/RandomForestModel.cs
r14843 r16140 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 6Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2018 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. … … 288 288 public static RandomForestModel CreateRegressionModel(IRegressionProblemData problemData, int nTrees, double r, double m, int seed, 289 289 out double rmsError, out double outOfBagRmsError, out double avgRelError, out double outOfBagAvgRelError) { 290 return CreateRegressionModel(problemData, problemData.TrainingIndices, nTrees, r, m, seed, out rmsError, out avgRelError, out outOfBagAvgRelError, out outOfBagRmsError); 290 return CreateRegressionModel(problemData, problemData.TrainingIndices, nTrees, r, m, seed, 291 rmsError: out rmsError, outOfBagRmsError: out outOfBagRmsError, avgRelError: out avgRelError, outOfBagAvgRelError: out outOfBagAvgRelError); 291 292 } 292 293 … … 300 301 301 302 rmsError = rep.rmserror; 303 outOfBagRmsError = rep.oobrmserror; 302 304 avgRelError = rep.avgrelerror; 303 305 outOfBagAvgRelError = rep.oobavgrelerror; 304 outOfBagRmsError = rep.oobrmserror;305 306 306 307 return new RandomForestModel(problemData.TargetVariable, dForest, seed, problemData, nTrees, r, m); … … 309 310 public static RandomForestModel CreateClassificationModel(IClassificationProblemData problemData, int nTrees, double r, double m, int seed, 310 311 out double rmsError, out double outOfBagRmsError, out double relClassificationError, out double outOfBagRelClassificationError) { 311 return CreateClassificationModel(problemData, problemData.TrainingIndices, nTrees, r, m, seed, out rmsError, out outOfBagRmsError, out relClassificationError, out outOfBagRelClassificationError); 312 return CreateClassificationModel(problemData, problemData.TrainingIndices, nTrees, r, m, seed, 313 out rmsError, out outOfBagRmsError, out relClassificationError, out outOfBagRelClassificationError); 312 314 } 313 315 -
branches/2817-BinPackingSpeedup/HeuristicLab.Algorithms.DataAnalysis/3.4/RandomForest/RandomForestRegression.cs
r14523 r16140 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 6Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2018 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. … … 160 160 double r, double m, int seed, 161 161 out double rmsError, out double avgRelError, out double outOfBagRmsError, out double outOfBagAvgRelError) { 162 return RandomForestModel.CreateRegressionModel(problemData, nTrees, r, m, seed, out rmsError, out avgRelError, out outOfBagRmsError, out outOfBagAvgRelError); 162 return RandomForestModel.CreateRegressionModel(problemData, nTrees, r, m, seed, 163 rmsError: out rmsError, avgRelError: out avgRelError, outOfBagRmsError: out outOfBagRmsError, outOfBagAvgRelError: out outOfBagAvgRelError); 163 164 } 164 165 -
branches/2817-BinPackingSpeedup/HeuristicLab.Algorithms.DataAnalysis/3.4/RandomForest/RandomForestRegressionSolution.cs
r14345 r16140 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 6Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2018 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/2817-BinPackingSpeedup/HeuristicLab.Algorithms.DataAnalysis/3.4/RandomForest/RandomForestUtil.cs
r14185 r16140 2 2 3 3 /* HeuristicLab 4 * Copyright (C) 2002-201 6Heuristic and Evolutionary Algorithms Laboratory (HEAL)4 * Copyright (C) 2002-2018 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 5 5 * 6 6 * This file is part of HeuristicLab.
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