Changeset 7290 for branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis

branches/RegressionBenchmarks

Property svn:ignore

old	new
18	18	bin
19	19	protoc.exe
	20	*.user

Property svn:mergeinfo changed
/trunk/sources merged: 7209,7214,7216-7230,7233-7239,7241,7243-7252,7254,7256-7261,7265-7266,7272-7275,7277,7280,7283

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis

Property svn:mergeinfo changed
/trunk/sources/HeuristicLab.Problems.DataAnalysis merged: 7220,7225,7234,7259,7265-7266,7272

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Dataset.cs

r6749	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/DoubleLimit.cs

r5809	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/HeuristicLab.Problems.DataAnalysis-3.4.csproj

r7255	r7290
145	145	<Compile Include="Interfaces\Regression\IRegressionEnsembleSolution.cs" />
146	146	<Compile Include="Implementation\Regression\RegressionSolutionBase.cs" />
	147	<Compile Include="OnlineCalculators\OnlineMeanErrorCalculator.cs" />
147	148	<Compile Include="OnlineCalculators\NormalizedGiniCalculator.cs" />
148	149	<Compile Include="OnlineCalculators\OnlineMeanAbsoluteErrorCalculator.cs" />

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationEnsembleModel.cs

r6666	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationEnsembleProblemData.cs

r7085	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationEnsembleSolution.cs

r7085	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationProblem.cs

r7085	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationProblemData.cs

-                      r7255
+                      r7290
 #region License Information
 /* HeuristicLab
  * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
+ * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
+ *
  * This file is part of HeuristicLab.
 …
     protected const string ClassNamesParameterName = "ClassNames";
     protected const string ClassificationPenaltiesParameterName = "ClassificationPenalties";
     protected const int MaximumNumberOfClasses = 20;
     protected const int InspectedRowsToDetermineTargets = 500;
+    protected const int MaximumNumberOfClasses = 100;
+    protected const int InspectedRowsToDetermineTargets = 2000;
     public string Filename { get; set; }

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationSolution.cs

r6606	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationSolutionBase.cs

r7085	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/DiscriminantFunctionClassificationModel.cs

r6604	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/DiscriminantFunctionClassificationSolution.cs

r6606	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/DiscriminantFunctionClassificationSolutionBase.cs

-                      r7085
+                      r7290
 #region License Information
 /* HeuristicLab
  * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
+ * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
+ *
  * This file is part of HeuristicLab.
 …
     protected virtual void OnModelThresholdsChanged(EventArgs e) {
       CalculateResults();
+      CalculateRegressionResults();
+    }

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ThresholdCalculators/AccuracyMaximizationThresholdCalculator.cs

r5809	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ThresholdCalculators/NormalDistributionCutPointsThresholdCalculator.cs

r5942	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ThresholdCalculators/ThresholdCalculator.cs

r5809	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Clustering/ClusteringProblem.cs

r7025	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Clustering/ClusteringProblemData.cs

r7255	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Clustering/ClusteringSolution.cs

r6411	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/DataAnalysisProblem.cs

r7025	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/DataAnalysisProblemData.cs

-                      r6740
+                      r7290
 #region License Information
 /* HeuristicLab
  * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
+ * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
+ *
  * This file is part of HeuristicLab.
 …
     public virtual IEnumerable<int> TrainingIndizes {
       get {
         return Enumerable.Range(TrainingPartition.Start, TrainingPartition.End - TrainingPartition.Start)
+        return Enumerable.Range(TrainingPartition.Start, Math.Max(0, TrainingPartition.End - TrainingPartition.Start))
                          .Where(IsTrainingSample);
+      }
 …
     public virtual IEnumerable<int> TestIndizes {
       get {
         return Enumerable.Range(TestPartition.Start, TestPartition.End - TestPartition.Start)
+        return Enumerable.Range(TestPartition.Start, Math.Max(0, TestPartition.End - TestPartition.Start))
            .Where(IsTestSample);
+      }

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/DataAnalysisSolution.cs

r7255	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/ConstantRegressionModel.cs

r7085	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionEnsembleModel.cs

r6666	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionEnsembleProblemData.cs

r6672	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionEnsembleSolution.cs

r7085	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionProblem.cs

r7085	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionProblemData.cs

r7255	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionSolution.cs

r6606	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionSolutionBase.cs

-                      r7085
+                      r7290
 #region License Information
 /* HeuristicLab
  * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
+ * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
+ *
  * This file is part of HeuristicLab.
 …
     private const string TrainingNormalizedMeanSquaredErrorResultName = "Normalized mean squared error (training)";
     private const string TestNormalizedMeanSquaredErrorResultName = "Normalized mean squared error (test)";
+    private const string TrainingMeanErrorResultName = "Mean error (training)";
+    private const string TestMeanErrorResultName = "Mean error (test)";
     public new IRegressionModel Model {
 …
       get { return ((DoubleValue)this[TestNormalizedMeanSquaredErrorResultName].Value).Value; }
       private set { ((DoubleValue)this[TestNormalizedMeanSquaredErrorResultName].Value).Value = value; }
+    }
+    public double TrainingMeanError {
+      get { return ((DoubleValue)this[TrainingMeanErrorResultName].Value).Value; }
+      private set { ((DoubleValue)this[TrainingMeanErrorResultName].Value).Value = value; }
+    }
+    public double TestMeanError {
+      get { return ((DoubleValue)this[TestMeanErrorResultName].Value).Value; }
+      private set { ((DoubleValue)this[TestMeanErrorResultName].Value).Value = value; }
+    }
     #endregion
 …
       Add(new Result(TrainingNormalizedMeanSquaredErrorResultName, "Normalized mean of squared errors of the model on the training partition", new DoubleValue()));
       Add(new Result(TestNormalizedMeanSquaredErrorResultName, "Normalized mean of squared errors of the model on the test partition", new DoubleValue()));
+      Add(new Result(TrainingMeanErrorResultName, "Mean of errors of the model on the training partition", new DoubleValue()));
+      Add(new Result(TestMeanErrorResultName, "Mean of errors of the model on the test partition", new DoubleValue()));
+    }
 …
         double testMAE = OnlineMeanAbsoluteErrorCalculator.Calculate(EstimatedTestValues, ProblemData.Dataset.GetDoubleValues(ProblemData.TargetVariable, ProblemData.TestIndizes), out errorState);
         TestMeanAbsoluteError = errorState == OnlineCalculatorError.None ? testMAE : double.NaN;
+      }
+      if (!ContainsKey(TrainingMeanErrorResultName)) {
+        OnlineCalculatorError errorState;
+        Add(new Result(TrainingMeanErrorResultName, "Mean of errors of the model on the training partition", new DoubleValue()));
+        double trainingME = OnlineMeanErrorCalculator.Calculate(EstimatedTrainingValues, ProblemData.Dataset.GetDoubleValues(ProblemData.TargetVariable, ProblemData.TrainingIndizes), out errorState);
+        TrainingMeanError = errorState == OnlineCalculatorError.None ? trainingME : double.NaN;
+      }
+      if (!ContainsKey(TestMeanErrorResultName)) {
+        OnlineCalculatorError errorState;
+        Add(new Result(TestMeanErrorResultName, "Mean of errors of the model on the test partition", new DoubleValue()));
+        double testME = OnlineMeanErrorCalculator.Calculate(EstimatedTestValues, ProblemData.Dataset.GetDoubleValues(ProblemData.TargetVariable, ProblemData.TestIndizes), out errorState);
+        TestMeanError = errorState == OnlineCalculatorError.None ? testME : double.NaN;
+      }
       #endregion
 …
       double testNMSE = OnlineNormalizedMeanSquaredErrorCalculator.Calculate(originalTestValues, estimatedTestValues, out errorState);
       TestNormalizedMeanSquaredError = errorState == OnlineCalculatorError.None ? testNMSE : double.NaN;
+      double trainingME = OnlineMeanErrorCalculator.Calculate(originalTrainingValues, estimatedTrainingValues, out errorState);
+      TrainingMeanError = errorState == OnlineCalculatorError.None ? trainingME : double.NaN;
+      double testME = OnlineMeanErrorCalculator.Calculate(originalTestValues, estimatedTestValues, out errorState);
+      TestMeanError = errorState == OnlineCalculatorError.None ? testME : double.NaN;
+    }
+  }

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IClassificationEnsembleModel.cs

r6613	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IClassificationEnsembleSolution.cs

r6613	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IClassificationModel.cs

r6604	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IClassificationProblem.cs

r5809	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IClassificationProblemData.cs

r5809	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IClassificationSolution.cs

r6653	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IDiscriminantFunctionClassificationModel.cs

r6645	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IDiscriminantFunctionClassificationSolution.cs

r5809	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IDiscriminantFunctionThresholdCalculator.cs

r5809	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Clustering/IClusteringModel.cs

r5809	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Clustering/IClusteringProblem.cs

r5809	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Clustering/IClusteringProblemData.cs

r5809	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Clustering/IClusteringSolution.cs

r6653	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/IDataAnalysisModel.cs

r5809	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/IDataAnalysisProblem.cs

r7025	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/IDataAnalysisProblemData.cs

r6672	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/IDataAnalysisSolution.cs

r6653	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/IOnlineCalculator.cs

r5942	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionEnsembleModel.cs

r6612	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionEnsembleSolution.cs

r6666	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionModel.cs

r6603	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionProblem.cs

r5809	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionProblemData.cs

r5809	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionSolution.cs

r6653	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/NormalizedGiniCalculator.cs

r7085	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineAccuracyCalculator.cs

r7085	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineCovarianceCalcualtor.cs

r7085	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineLinearScalingParameterCalculator.cs

r5945	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineMeanAbsoluteErrorCalculator.cs

r7085	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineMeanAbsolutePercentageErrorCalculator.cs

r7085	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineMeanAndVarianceCalculator.cs

r6095	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineMeanSquaredErrorCalculator.cs

r7085	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineNormalizedMeanSquaredErrorCalculator.cs

r7085	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlinePearsonsRSquaredCalculator.cs

r7085	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Plugin.cs.frame

-                      r6866
+                      r7290
 #region License Information
 /* HeuristicLab
  * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
+ * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
+ *
  * This file is part of HeuristicLab.
 …
 namespace HeuristicLab.Problems.DataAnalysis {
   [Plugin("HeuristicLab.Problems.DataAnalysis","Provides base classes for data analysis tasks.", "3.4.1.$WCREV$")]
+  [Plugin("HeuristicLab.Problems.DataAnalysis","Provides base classes for data analysis tasks.", "3.4.2.$WCREV$")]
   [PluginFile("HeuristicLab.Problems.DataAnalysis-3.4.dll", PluginFileType.Assembly)]
   [PluginDependency("HeuristicLab.Collections", "3.3")]

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/Properties/AssemblyInfo.cs.frame

-                      r6866
+                      r7290
 #region License Information
 /* HeuristicLab
  * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
+ * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
+ *
  * This file is part of HeuristicLab.
 …
 [assembly: AssemblyCompany("")]
 [assembly: AssemblyProduct("HeuristicLab")]
 [assembly: AssemblyCopyright("(c) 2002-2011 HEAL")]
+[assembly: AssemblyCopyright("(c) 2002-2012 HEAL")]
 [assembly: AssemblyTrademark("")]
 [assembly: AssemblyCulture("")]
 …
 // by using the '*' as shown below:
 [assembly: AssemblyVersion("3.4.0.0")]
 [assembly: AssemblyFileVersion("3.4.1.$WCREV$")]
+[assembly: AssemblyFileVersion("3.4.2.$WCREV$")]

branches/RegressionBenchmarks/HeuristicLab.Problems.DataAnalysis/3.4/TableFileParser.cs

r7085	r7290
1	1	#region License Information
2	2	/* HeuristicLab
3		* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
	3	* Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4	4	*
5	5	* This file is part of HeuristicLab.

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