Changeset 12031 for branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4
- Timestamp:
- 02/18/15 10:54:32 (10 years ago)
- Location:
- branches/HeuristicLab.DatasetRefactor/sources
- Files:
-
- 100 edited
- 2 copied
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branches/HeuristicLab.DatasetRefactor/sources
- Property svn:mergeinfo changed
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branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis
- Property svn:mergeinfo changed
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branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Dataset.cs
r11589 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/DatasetExtensions.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/DoubleLimit.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/HeuristicLab.Problems.DataAnalysis-3.4.csproj
r11621 r12031 11 11 <RootNamespace>HeuristicLab.Problems.DataAnalysis</RootNamespace> 12 12 <AssemblyName>HeuristicLab.Problems.DataAnalysis-3.4</AssemblyName> 13 <TargetFrameworkVersion>v4. 0</TargetFrameworkVersion>13 <TargetFrameworkVersion>v4.5</TargetFrameworkVersion> 14 14 <TargetFrameworkProfile> 15 15 </TargetFrameworkProfile> … … 46 46 <WarningLevel>4</WarningLevel> 47 47 <CodeAnalysisRuleSet>AllRules.ruleset</CodeAnalysisRuleSet> 48 <Prefer32Bit>false</Prefer32Bit> 48 49 </PropertyGroup> 49 50 <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Release|AnyCPU' "> … … 55 56 <WarningLevel>4</WarningLevel> 56 57 <CodeAnalysisRuleSet>AllRules.ruleset</CodeAnalysisRuleSet> 58 <Prefer32Bit>false</Prefer32Bit> 57 59 </PropertyGroup> 58 60 <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Debug|x64' "> … … 64 66 <ErrorReport>prompt</ErrorReport> 65 67 <CodeAnalysisRuleSet>AllRules.ruleset</CodeAnalysisRuleSet> 68 <Prefer32Bit>false</Prefer32Bit> 66 69 </PropertyGroup> 67 70 <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Release|x64' "> … … 73 76 <ErrorReport>prompt</ErrorReport> 74 77 <CodeAnalysisRuleSet>AllRules.ruleset</CodeAnalysisRuleSet> 78 <Prefer32Bit>false</Prefer32Bit> 75 79 </PropertyGroup> 76 80 <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Debug|x86' "> … … 82 86 <ErrorReport>prompt</ErrorReport> 83 87 <CodeAnalysisRuleSet>AllRules.ruleset</CodeAnalysisRuleSet> 88 <Prefer32Bit>false</Prefer32Bit> 84 89 </PropertyGroup> 85 90 <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Release|x86' "> … … 91 96 <ErrorReport>prompt</ErrorReport> 92 97 <CodeAnalysisRuleSet>AllRules.ruleset</CodeAnalysisRuleSet> 98 <Prefer32Bit>false</Prefer32Bit> 93 99 </PropertyGroup> 94 100 <ItemGroup> … … 118 124 </Compile> 119 125 <Compile Include="Implementation\Classification\ClassificationEnsembleSolution.cs" /> 126 <Compile Include="Implementation\Classification\ClassificationPerformanceMeasures.cs" /> 120 127 <Compile Include="Implementation\Classification\ClassificationProblemData.cs" /> 121 128 <Compile Include="Implementation\Classification\ClassificationProblem.cs" /> … … 174 181 <Compile Include="ModifiableDataset.cs" /> 175 182 <Compile Include="OnlineCalculators\AutoCorrelationCalculator.cs" /> 183 <Compile Include="OnlineCalculators\ClassificationPerformanceMeasuresCalculator.cs" /> 176 184 <Compile Include="OnlineCalculators\DependencyCalculator\HoeffdingsDependenceCalculator.cs" /> 177 185 <Compile Include="OnlineCalculators\DependencyCalculator\PearsonsRDependenceCalculator.cs" /> -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationEnsembleModel.cs
r11571 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationEnsembleProblemData.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationEnsembleSolution.cs
r11571 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationProblem.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationProblemData.cs
r11571 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. … … 36 36 protected const string ClassNamesParameterName = "ClassNames"; 37 37 protected const string ClassificationPenaltiesParameterName = "ClassificationPenalties"; 38 protected const string PositiveClassParameterName = "PositiveClass"; 38 39 protected const int MaximumNumberOfClasses = 100; 39 40 protected const int InspectedRowsToDetermineTargets = 2000; … … 213 214 get { return (IFixedValueParameter<StringMatrix>)Parameters[ClassNamesParameterName]; } 214 215 } 216 public IConstrainedValueParameter<StringValue> PositiveClassParameter { 217 get { return (IConstrainedValueParameter<StringValue>)Parameters[PositiveClassParameterName]; } 218 } 215 219 public IFixedValueParameter<DoubleMatrix> ClassificationPenaltiesParameter { 216 220 get { return (IFixedValueParameter<DoubleMatrix>)Parameters[ClassificationPenaltiesParameterName]; } … … 262 266 get { return ClassNamesCache; } 263 267 } 268 269 public string PositiveClass { 270 get { return PositiveClassParameter.Value.Value; } 271 set { 272 var matchingValue = PositiveClassParameter.ValidValues.SingleOrDefault(x => x.Value == value); 273 if (matchingValue == null) throw new ArgumentException(string.Format("{0} cannot be set as positive class.", value)); 274 PositiveClassParameter.Value = matchingValue; 275 } 276 } 264 277 #endregion 265 278 … … 270 283 private void AfterDeserialization() { 271 284 RegisterParameterEvents(); 285 // BackwardsCompatibility3.4 286 #region Backwards compatible code, remove with 3.5 287 if (!Parameters.ContainsKey(PositiveClassParameterName)) { 288 var validValues = new ItemSet<StringValue>(ClassNames.Select(s => new StringValue(s).AsReadOnly())); 289 Parameters.Add(new ConstrainedValueParameter<StringValue>(PositiveClassParameterName, 290 "The positive class which is used for quality measure calculation (e.g., specifity, sensitivity,...)", validValues, validValues.First())); 291 } 292 #endregion 293 272 294 } 273 295 … … 307 329 Parameters.Add(new ConstrainedValueParameter<StringValue>(TargetVariableParameterName, new ItemSet<StringValue>(validTargetVariableValues), target)); 308 330 Parameters.Add(new FixedValueParameter<StringMatrix>(ClassNamesParameterName, "")); 331 Parameters.Add(new ConstrainedValueParameter<StringValue>(PositiveClassParameterName, "The positive class which is used for quality measure calculation (e.g., specifity, sensitivity,...)")); 309 332 Parameters.Add(new FixedValueParameter<DoubleMatrix>(ClassificationPenaltiesParameterName, "")); 310 333 … … 340 363 ClassNamesParameter.Value.RowNames = ClassValues.Select(s => "ClassValue: " + s); 341 364 365 PositiveClassParameter.ValidValues.Clear(); 366 foreach (var className in ClassNames) { 367 PositiveClassParameter.ValidValues.Add(new StringValue(className).AsReadOnly()); 368 } 369 342 370 ((IStringConvertibleMatrix)ClassificationPenaltiesParameter.Value).Rows = Classes; 343 371 ((IStringConvertibleMatrix)ClassificationPenaltiesParameter.Value).Columns = Classes; … … 411 439 } 412 440 private void Parameter_ValueChanged(object sender, EventArgs e) { 441 var oldPositiveClass = PositiveClass; 442 var oldClassNames = classNamesCache; 443 var index = oldClassNames.IndexOf(oldPositiveClass); 444 413 445 classNamesCache = null; 414 446 ClassificationPenaltiesParameter.Value.RowNames = ClassNames.Select(name => "Actual " + name); 415 447 ClassificationPenaltiesParameter.Value.ColumnNames = ClassNames.Select(name => "Estimated " + name); 448 449 PositiveClassParameter.ValidValues.Clear(); 450 foreach (var className in ClassNames) { 451 PositiveClassParameter.ValidValues.Add(new StringValue(className).AsReadOnly()); 452 } 453 PositiveClassParameter.Value = PositiveClassParameter.ValidValues.ElementAt(index); 454 416 455 OnChanged(); 417 456 } … … 435 474 if (!newClassValues.SequenceEqual(ClassValues)) { 436 475 errorMessage = errorMessage + string.Format("The class values differ in the provided classification problem data."); 437 return false; 476 returnValue = false; 477 } 478 479 var newPositivieClassName = classificationProblemData.PositiveClass; 480 if (newPositivieClassName != PositiveClass) { 481 errorMessage = errorMessage + string.Format("The positive class differs in the provided classification problem data."); 482 returnValue = false; 438 483 } 439 484 … … 452 497 ClassNamesParameter.Value[i, 0] = classificationProblemData.ClassNames.ElementAt(i); 453 498 499 PositiveClass = classificationProblemData.PositiveClass; 500 454 501 for (int i = 0; i < Classes; i++) { 455 502 for (int j = 0; j < Classes; j++) { -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationSolution.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationSolutionBase.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. … … 34 34 private const string TrainingNormalizedGiniCoefficientResultName = "Normalized Gini Coefficient (training)"; 35 35 private const string TestNormalizedGiniCoefficientResultName = "Normalized Gini Coefficient (test)"; 36 private const string ClassificationPerformanceMeasuresResultName = "Classification Performance Measures"; 36 37 37 38 public new IClassificationModel Model { … … 62 63 protected set { ((DoubleValue)this[TestNormalizedGiniCoefficientResultName].Value).Value = value; } 63 64 } 65 public ClassificationPerformanceMeasuresResultCollection ClassificationPerformanceMeasures { 66 get { return ((ClassificationPerformanceMeasuresResultCollection)this[ClassificationPerformanceMeasuresResultName].Value); } 67 protected set { (this[ClassificationPerformanceMeasuresResultName].Value) = value; } 68 } 64 69 #endregion 65 70 … … 75 80 Add(new Result(TrainingNormalizedGiniCoefficientResultName, "Normalized Gini coefficient of the model on the training partition.", new DoubleValue())); 76 81 Add(new Result(TestNormalizedGiniCoefficientResultName, "Normalized Gini coefficient of the model on the test partition.", new DoubleValue())); 82 Add(new Result(ClassificationPerformanceMeasuresResultName, @"Classification performance measures.\n 83 In a multiclass classification all misclassifications of the negative class will be treated as true negatives except on positive class estimations.", 84 new ClassificationPerformanceMeasuresResultCollection())); 77 85 } 78 86 … … 83 91 if (!this.ContainsKey(TestNormalizedGiniCoefficientResultName)) 84 92 Add(new Result(TestNormalizedGiniCoefficientResultName, "Normalized Gini coefficient of the model on the test partition.", new DoubleValue())); 93 if (!this.ContainsKey(ClassificationPerformanceMeasuresResultName)) { 94 Add(new Result(ClassificationPerformanceMeasuresResultName, @"Classification performance measures.\n 95 In a multiclass classification all misclassifications of the negative class will be treated as true negatives except on positive class estimations.", 96 new ClassificationPerformanceMeasuresResultCollection())); 97 CalculateClassificationResults(); 98 } 85 99 } 86 100 … … 88 102 double[] estimatedTrainingClassValues = EstimatedTrainingClassValues.ToArray(); // cache values 89 103 double[] originalTrainingClassValues = ProblemData.Dataset.GetDoubleValues(ProblemData.TargetVariable, ProblemData.TrainingIndices).ToArray(); 104 90 105 double[] estimatedTestClassValues = EstimatedTestClassValues.ToArray(); // cache values 91 106 double[] originalTestClassValues = ProblemData.Dataset.GetDoubleValues(ProblemData.TargetVariable, ProblemData.TestIndices).ToArray(); 107 108 var positiveClassName = ProblemData.PositiveClass; 109 double positiveClassValue = ProblemData.GetClassValue(positiveClassName); 110 ClassificationPerformanceMeasuresCalculator trainingPerformanceCalculator = new ClassificationPerformanceMeasuresCalculator(positiveClassName, positiveClassValue); 111 ClassificationPerformanceMeasuresCalculator testPerformanceCalculator = new ClassificationPerformanceMeasuresCalculator(positiveClassName, positiveClassValue); 92 112 93 113 OnlineCalculatorError errorState; … … 107 127 TrainingNormalizedGiniCoefficient = trainingNormalizedGini; 108 128 TestNormalizedGiniCoefficient = testNormalizedGini; 129 130 trainingPerformanceCalculator.Calculate(originalTrainingClassValues, estimatedTrainingClassValues); 131 if (trainingPerformanceCalculator.ErrorState == OnlineCalculatorError.None) 132 ClassificationPerformanceMeasures.SetTrainingResults(trainingPerformanceCalculator); 133 134 testPerformanceCalculator.Calculate(originalTestClassValues, estimatedTestClassValues); 135 if (testPerformanceCalculator.ErrorState == OnlineCalculatorError.None) 136 ClassificationPerformanceMeasures.SetTestResults(testPerformanceCalculator); 109 137 } 110 138 -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/DiscriminantFunctionClassificationModel.cs
r11571 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/DiscriminantFunctionClassificationSolution.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/DiscriminantFunctionClassificationSolutionBase.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ThresholdCalculators/AccuracyMaximizationThresholdCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ThresholdCalculators/NormalDistributionCutPointsThresholdCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ThresholdCalculators/ThresholdCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Clustering/ClusteringProblem.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Clustering/ClusteringProblemData.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Clustering/ClusteringSolution.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/DataAnalysisProblem.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/DataAnalysisProblemData.cs
r11571 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/DataAnalysisSolution.cs
r11330 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/ConstantRegressionModel.cs
r11571 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/ConstantRegressionSolution.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionEnsembleModel.cs
r11571 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionEnsembleProblemData.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionEnsembleSolution.cs
r11571 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionProblem.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionProblemData.cs
r11571 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionSolution.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionSolutionBase.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/TimeSeriesPrognosis/Models/ConstantTimeSeriesPrognosisModel.cs
r11571 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/TimeSeriesPrognosis/Models/TimeSeriesPrognosisAutoRegressiveModel.cs
r11571 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/TimeSeriesPrognosis/TimeSeriesPrognosisProblem.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/TimeSeriesPrognosis/TimeSeriesPrognosisProblemData.cs
r11571 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/TimeSeriesPrognosis/TimeSeriesPrognosisResults.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/TimeSeriesPrognosis/TimeSeriesPrognosisSolution.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/TimeSeriesPrognosis/TimeSeriesPrognosisSolutionBase.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Transformations/CopyColumnTransformation.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Transformations/LinearTransformation.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Transformations/Transformation.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IClassificationEnsembleModel.cs
r11571 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IClassificationEnsembleSolution.cs
r11571 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IClassificationModel.cs
r11571 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IClassificationProblem.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IClassificationProblemData.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. … … 26 26 27 27 IEnumerable<string> ClassNames { get; } 28 string PositiveClass { get; set; } 28 29 IEnumerable<double> ClassValues { get; } 29 30 int Classes { get; } -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IClassificationSolution.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IDiscriminantFunctionClassificationModel.cs
r11571 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IDiscriminantFunctionClassificationSolution.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IDiscriminantFunctionThresholdCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Clustering/IClusteringModel.cs
r11571 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Clustering/IClusteringProblem.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Clustering/IClusteringProblemData.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Clustering/IClusteringSolution.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/IDataAnalysisModel.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/IDataAnalysisProblem.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/IDataAnalysisProblemData.cs
r11571 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/IDataAnalysisSolution.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/IDataAnalysisSolutionExporter.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/IDependencyCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/IOnlineCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/ITransformation.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/ITransformationMapper.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionEnsembleModel.cs
r11571 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionEnsembleSolution.cs
r11571 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionModel.cs
r11571 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionProblem.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionProblemData.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionSolution.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/TimeSeriesPrognosis/IOnlineTimeSeriesCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/TimeSeriesPrognosis/ITimeSeriesPrognosisModel.cs
r11571 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/TimeSeriesPrognosis/ITimeSeriesPrognosisProblem.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/TimeSeriesPrognosis/ITimeSeriesPrognosisProblemData.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/TimeSeriesPrognosis/ITimeSeriesPrognosisSolution.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/AutoCorrelationCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/DependencyCalculator/HoeffdingsDependenceCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/DependencyCalculator/PearsonsRDependenceCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/DependencyCalculator/PearsonsRSquaredDependenceCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/DependencyCalculator/SpearmansRankCorrelationCoefficientCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/NormalizedGiniCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineAccuracyCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineBoundedMeanSquaredErrorCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineCovarianceCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineDirectionalSymmetryCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineLinearScalingParameterCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineMaxAbsoluteErrorCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineMeanAbsoluteErrorCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineMeanAbsolutePercentageErrorCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineMeanAndVarianceCalculator.cs
r11422 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineMeanErrorCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineMeanSquaredErrorCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineNormalizedMeanSquaredErrorCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlinePearsonsRSquaredCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineTheilsUStatisticCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineWeightedDirectionalSymmetryCalculator.cs
r11171 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Plugin.cs.frame
r11174 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. … … 26 26 27 27 namespace HeuristicLab.Problems.DataAnalysis { 28 [Plugin("HeuristicLab.Problems.DataAnalysis","Provides base classes for data analysis tasks.", "3.4. 6.$WCREV$")]28 [Plugin("HeuristicLab.Problems.DataAnalysis","Provides base classes for data analysis tasks.", "3.4.7.$WCREV$")] 29 29 [PluginFile("HeuristicLab.Problems.DataAnalysis-3.4.dll", PluginFileType.Assembly)] 30 30 [PluginDependency("HeuristicLab.ALGLIB","3.7.0")] -
branches/HeuristicLab.DatasetRefactor/sources/HeuristicLab.Problems.DataAnalysis/3.4/Properties/AssemblyInfo.cs.frame
r11174 r12031 1 1 #region License Information 2 2 /* HeuristicLab 3 * Copyright (C) 2002-201 4Heuristic and Evolutionary Algorithms Laboratory (HEAL)3 * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL) 4 4 * 5 5 * This file is part of HeuristicLab. … … 31 31 [assembly: AssemblyCompany("")] 32 32 [assembly: AssemblyProduct("HeuristicLab")] 33 [assembly: AssemblyCopyright("(c) 2002-201 4HEAL")]33 [assembly: AssemblyCopyright("(c) 2002-2015 HEAL")] 34 34 [assembly: AssemblyTrademark("")] 35 35 [assembly: AssemblyCulture("")] … … 53 53 // by using the '*' as shown below: 54 54 [assembly: AssemblyVersion("3.4.0.0")] 55 [assembly: AssemblyFileVersion("3.4. 6.$WCREV$")]55 [assembly: AssemblyFileVersion("3.4.7.$WCREV$")]
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