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Timestamp:
07/18/14 12:35:00 (10 years ago)
Author:
ascheibe
Message:

reverted last commit

Location:
branches/HiveStatistics/sources
Files:
5 deleted
93 edited
1 copied

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  • branches/HiveStatistics/sources

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Dataset.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.
    … …  
    7676        var values = variableValues.ElementAt(i);
    7777        IList clonedValues = null;
    78         if (values is IList<double>)
     78        if (values is List<double>)
    7979          clonedValues = new List<double>(values.Cast<double>());
    80         else if (values is IList<string>)
     80        else if (values is List<string>)
    8181          clonedValues = new List<string>(values.Cast<string>());
    82         else if (values is IList<DateTime>)
     82        else if (values is List<DateTime>)
    8383          clonedValues = new List<DateTime>(values.Cast<DateTime>());
    8484        else {
    8585          this.variableNames = new List<string>();
    8686          this.variableValues = new Dictionary<string, IList>();
    87           throw new ArgumentException("The variable values must be of type IList<double>, IList<string> or IList<DateTime>");
     87          throw new ArgumentException("The variable values must be of type List<double>, List<string> or List<DateTime>");
    8888        }
    8989        this.variableValues.Add(this.variableNames[i], clonedValues);
    … …  
    170170        yield return value;
    171171    }
    172 
    173     public IEnumerable<string> GetStringValues(string variableName) {
    174       IList list;
    175       if (!variableValues.TryGetValue(variableName, out list))
    176         throw new ArgumentException("The variable " + variableName + " does not exist in the dataset.");
    177       List<string> values = list as List<string>;
    178       if (values == null) throw new ArgumentException("The variable " + variableName + " is not a string variable.");
    179 
    180       //mkommend yield return used to enable lazy evaluation
    181       foreach (string value in values)
    182         yield return value;
    183     }
    184 
    185     public IEnumerable<DateTime> GetDateTimeValues(string variableName) {
    186       IList list;
    187       if (!variableValues.TryGetValue(variableName, out list))
    188         throw new ArgumentException("The variable " + variableName + " does not exist in the dataset.");
    189       List<DateTime> values = list as List<DateTime>;
    190       if (values == null) throw new ArgumentException("The variable " + variableName + " is not a datetime variable.");
    191 
    192       //mkommend yield return used to enable lazy evaluation
    193       foreach (DateTime value in values)
    194         yield return value;
    195     }
    196 
    197172    public ReadOnlyCollection<double> GetReadOnlyDoubleValues(string variableName) {
    198173      IList list;
    … …  
    219194
    220195      return rows.Select(index => values[index]);
    221     }
    222 
    223     public bool VariableHasType<T>(string variableName) {
    224       return variableValues[variableName] is IList<T>;
    225196    }
    226197

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/DatasetExtensions.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/DoubleLimit.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/HeuristicLab.Problems.DataAnalysis-3.4.csproj

    r11202 r11203  
    9797      <Private>False</Private>
    9898    </Reference>
     99    <Reference Include="HeuristicLab.ALGLIB-3.6.0, Version=3.6.0.0, Culture=neutral, PublicKeyToken=ba48961d6f65dcec, processorArchitecture=MSIL">
     100      <HintPath>..\..\bin\HeuristicLab.ALGLIB-3.6.0.dll</HintPath>
     101      <Private>False</Private>
     102    </Reference>
    99103    <Reference Include="System" />
    100104    <Reference Include="System.Core">
    … …  
    141145    <Compile Include="Implementation\TimeSeriesPrognosis\TimeSeriesPrognosisSolution.cs" />
    142146    <Compile Include="Implementation\TimeSeriesPrognosis\TimeSeriesPrognosisSolutionBase.cs" />
    143     <Compile Include="Implementation\Transformations\CopyColumnTransformation.cs" />
    144     <Compile Include="Implementation\Transformations\ExponentialTransformation.cs" />
    145     <Compile Include="Implementation\Transformations\LinearTransformation.cs" />
    146     <Compile Include="Implementation\Transformations\LogarithmicTransformation.cs" />
    147     <Compile Include="Implementation\Transformations\PowerTransformation.cs" />
    148     <Compile Include="Implementation\Transformations\ReciprocalTransformation.cs" />
    149     <Compile Include="Implementation\Transformations\ShiftStandardDistributionTransformation.cs" />
    150     <Compile Include="Implementation\Transformations\ShiftToRangeTransformation.cs" />
    151     <Compile Include="Implementation\Transformations\Transformation.cs" />
    152147    <Compile Include="Interfaces\Classification\IClassificationEnsembleModel.cs">
    153148      <SubType>Code</SubType>
    … …  
    157152    </Compile>
    158153    <Compile Include="Interfaces\Classification\IDiscriminantFunctionThresholdCalculator.cs" />
    159     <Compile Include="Interfaces\IDataAnalysisSolutionExporter.cs" />
    160154    <Compile Include="Interfaces\IDependencyCalculator.cs" />
    161     <Compile Include="Interfaces\ITransformation.cs" />
    162     <Compile Include="Interfaces\ITransformationMapper.cs" />
    163155    <Compile Include="Interfaces\Regression\IRegressionEnsembleModel.cs">
    164156      <SubType>Code</SubType>
    … …  
    177169    <Compile Include="OnlineCalculators\DependencyCalculator\SpearmansRankCorrelationCoefficientCalculator.cs" />
    178170    <Compile Include="OnlineCalculators\OnlineBoundedMeanSquaredErrorCalculator.cs" />
    179     <Compile Include="OnlineCalculators\OnlineCovarianceCalculator.cs" />
    180171    <Compile Include="OnlineCalculators\OnlineDirectionalSymmetryCalculator.cs" />
    181172    <Compile Include="OnlineCalculators\OnlineMaxAbsoluteErrorCalculator.cs" />
    … …  
    210201    <Compile Include="Interfaces\Regression\IRegressionProblemData.cs" />
    211202    <Compile Include="Interfaces\Regression\IRegressionSolution.cs" />
     203    <Compile Include="OnlineCalculators\OnlineCovarianceCalcualtor.cs" />
    212204    <Compile Include="OnlineCalculators\OnlineMeanAbsolutePercentageErrorCalculator.cs" />
    213205    <Compile Include="OnlineCalculators\OnlineMeanAndVarianceCalculator.cs" />

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationEnsembleModel.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationEnsembleProblemData.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationEnsembleSolution.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationProblem.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationProblemData.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.
    … …  
    221221    public string TargetVariable {
    222222      get { return TargetVariableParameter.Value.Value; }
    223       set {
    224         if (value == null) throw new ArgumentNullException("targetVariable", "The provided value for the targetVariable is null.");
    225         if (value == TargetVariable) return;
    226 
    227 
    228         var matchingParameterValue = TargetVariableParameter.ValidValues.FirstOrDefault(v => v.Value == value);
    229         if (matchingParameterValue == null) throw new ArgumentException("The provided value is not valid as the targetVariable.", "targetVariable");
    230         TargetVariableParameter.Value = matchingParameterValue;
    231       }
    232223    }
    233224
    … …  
    300291    }
    301292
    302     public ClassificationProblemData(Dataset dataset, IEnumerable<string> allowedInputVariables, string targetVariable, IEnumerable<ITransformation> transformations = null)
    303       : base(dataset, allowedInputVariables, transformations ?? Enumerable.Empty<ITransformation>()) {
     293    public ClassificationProblemData(Dataset dataset, IEnumerable<string> allowedInputVariables, string targetVariable)
     294      : base(dataset, allowedInputVariables) {
    304295      var validTargetVariableValues = CheckVariablesForPossibleTargetVariables(dataset).Select(x => new StringValue(x).AsReadOnly()).ToList();
    305296      var target = validTargetVariableValues.Where(x => x.Value == targetVariable).DefaultIfEmpty(validTargetVariableValues.First()).First();
    … …  
    320311                                    .Distinct()
    321312                                    .Count()
    322                                   where distinctValues <= MaximumNumberOfClasses
     313                                  where distinctValues < MaximumNumberOfClasses
    323314                                  select v).ToArray();
    324315
    … …  
    417408    }
    418409    #endregion
    419 
    420     protected override bool IsProblemDataCompatible(IDataAnalysisProblemData problemData, out string errorMessage) {
    421       if (problemData == null) throw new ArgumentNullException("problemData", "The provided problemData is null.");
    422       IClassificationProblemData classificationProblemData = problemData as IClassificationProblemData;
    423       if (classificationProblemData == null)
    424         throw new ArgumentException("The problem data is no classification problem data. Instead a " + problemData.GetType().GetPrettyName() + " was provided.", "problemData");
    425 
    426       var returnValue = base.IsProblemDataCompatible(classificationProblemData, out errorMessage);
    427       //check targetVariable
    428       if (classificationProblemData.InputVariables.All(var => var.Value != TargetVariable)) {
    429         errorMessage = string.Format("The target variable {0} is not present in the new problem data.", TargetVariable)
    430                        + Environment.NewLine + errorMessage;
    431         return false;
    432       }
    433 
    434       var newClassValues = classificationProblemData.Dataset.GetDoubleValues(TargetVariable).Distinct().OrderBy(x => x);
    435       if (!newClassValues.SequenceEqual(ClassValues)) {
    436         errorMessage = errorMessage + string.Format("The class values differ in the provided classification problem data.");
    437         return false;
    438       }
    439 
    440       return returnValue;
    441     }
    442 
    443     public override void AdjustProblemDataProperties(IDataAnalysisProblemData problemData) {
    444       if (problemData == null) throw new ArgumentNullException("problemData", "The provided problemData is null.");
    445       ClassificationProblemData classificationProblemData = problemData as ClassificationProblemData;
    446       if (classificationProblemData == null)
    447         throw new ArgumentException("The problem data is not a classification problem data. Instead a " + problemData.GetType().GetPrettyName() + " was provided.", "problemData");
    448 
    449       base.AdjustProblemDataProperties(problemData);
    450       TargetVariable = classificationProblemData.TargetVariable;
    451       for (int i = 0; i < classificationProblemData.ClassNames.Count(); i++)
    452         ClassNamesParameter.Value[i, 0] = classificationProblemData.ClassNames.ElementAt(i);
    453 
    454       for (int i = 0; i < Classes; i++) {
    455         for (int j = 0; j < Classes; j++) {
    456           ClassificationPenaltiesParameter.Value[i, j] = classificationProblemData.GetClassificationPenalty(ClassValuesCache[i], ClassValuesCache[j]);
    457         }
    458       }
    459     }
    460410  }
    461411}

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationSolution.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationSolutionBase.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/DiscriminantFunctionClassificationModel.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/DiscriminantFunctionClassificationSolution.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/DiscriminantFunctionClassificationSolutionBase.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ThresholdCalculators/AccuracyMaximizationThresholdCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ThresholdCalculators/NormalDistributionCutPointsThresholdCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ThresholdCalculators/ThresholdCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Clustering/ClusteringProblem.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Clustering/ClusteringProblemData.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.
    … …  
    2121
    2222using System.Collections.Generic;
    23 using System.Linq;
    2423using HeuristicLab.Common;
    2524using HeuristicLab.Core;
    … …  
    8786    }
    8887
    89     public ClusteringProblemData(Dataset dataset, IEnumerable<string> allowedInputVariables, IEnumerable<ITransformation> transformations = null)
    90       : base(dataset, allowedInputVariables, transformations ?? Enumerable.Empty<ITransformation>()) {
     88    public ClusteringProblemData(Dataset dataset, IEnumerable<string> allowedInputVariables)
     89      : base(dataset, allowedInputVariables) {
    9190    }
    9291  }

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Clustering/ClusteringSolution.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/DataAnalysisProblem.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/DataAnalysisProblemData.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.
    … …  
    2323using System.Collections.Generic;
    2424using System.Linq;
    25 using System.Text;
    2625using HeuristicLab.Collections;
    2726using HeuristicLab.Common;
    … …  
    3837    protected const string TrainingPartitionParameterName = "TrainingPartition";
    3938    protected const string TestPartitionParameterName = "TestPartition";
    40     protected const string TransformationsParameterName = "Transformations";
    4139
    4240    #region parameter properites
    … …  
    5250    public IFixedValueParameter<IntRange> TestPartitionParameter {
    5351      get { return (IFixedValueParameter<IntRange>)Parameters[TestPartitionParameterName]; }
    54     }
    55     public IFixedValueParameter<ReadOnlyItemList<ITransformation>> TransformationsParameter {
    56       get { return (IFixedValueParameter<ReadOnlyItemList<ITransformation>>)Parameters[TransformationsParameterName]; }
    5752    }
    5853    #endregion
    … …  
    9388    }
    9489
    95     public IEnumerable<ITransformation> Transformations {
    96       get { return TransformationsParameter.Value; }
    97     }
    98 
    9990    public virtual bool IsTrainingSample(int index) {
    10091      return index >= 0 && index < Dataset.Rows &&
    … …  
    119110    [StorableHook(HookType.AfterDeserialization)]
    120111    private void AfterDeserialization() {
    121       if (!Parameters.ContainsKey(TransformationsParameterName)) {
    122         Parameters.Add(new FixedValueParameter<ReadOnlyItemList<ITransformation>>(TransformationsParameterName, "", new ItemList<ITransformation>().AsReadOnly()));
    123         TransformationsParameter.Hidden = true;
    124       }
    125112      RegisterEventHandlers();
    126113    }
    127114
    128     protected DataAnalysisProblemData(Dataset dataset, IEnumerable<string> allowedInputVariables, IEnumerable<ITransformation> transformations = null) {
     115    protected DataAnalysisProblemData(Dataset dataset, IEnumerable<string> allowedInputVariables) {
    129116      if (dataset == null) throw new ArgumentNullException("The dataset must not be null.");
    130117      if (allowedInputVariables == null) throw new ArgumentNullException("The allowedInputVariables must not be null.");
    … …  
    142129      int testPartitionEnd = dataset.Rows;
    143130
    144       var transformationsList = new ItemList<ITransformation>(transformations ?? Enumerable.Empty<ITransformation>());
    145 
    146131      Parameters.Add(new FixedValueParameter<Dataset>(DatasetParameterName, "", dataset));
    147132      Parameters.Add(new FixedValueParameter<ReadOnlyCheckedItemList<StringValue>>(InputVariablesParameterName, "", inputVariables.AsReadOnly()));
    148133      Parameters.Add(new FixedValueParameter<IntRange>(TrainingPartitionParameterName, "", new IntRange(trainingPartitionStart, trainingPartitionEnd)));
    149134      Parameters.Add(new FixedValueParameter<IntRange>(TestPartitionParameterName, "", new IntRange(testPartitionStart, testPartitionEnd)));
    150       Parameters.Add(new FixedValueParameter<ReadOnlyItemList<ITransformation>>(TransformationsParameterName, "", transformationsList.AsReadOnly()));
    151 
    152       TransformationsParameter.Hidden = true;
    153135
    154136      ((ValueParameter<Dataset>)DatasetParameter).ReactOnValueToStringChangedAndValueItemImageChanged = false;
    … …  
    161143      TrainingPartition.ValueChanged += new EventHandler(Parameter_ValueChanged);
    162144      TestPartition.ValueChanged += new EventHandler(Parameter_ValueChanged);
    163       TransformationsParameter.ValueChanged += new EventHandler(Parameter_ValueChanged);
    164145    }
    165146
    … …  
    177158      if (listeners != null) listeners(this, EventArgs.Empty);
    178159    }
    179 
    180     protected virtual bool IsProblemDataCompatible(IDataAnalysisProblemData problemData, out string errorMessage) {
    181       errorMessage = string.Empty;
    182       if (problemData == null) throw new ArgumentNullException("problemData", "The provided problemData is null.");
    183 
    184       //check allowed input variables
    185       StringBuilder message = new StringBuilder();
    186       var variables = new HashSet<string>(problemData.InputVariables.Select(x => x.Value));
    187       foreach (var item in AllowedInputVariables) {
    188         if (!variables.Contains(item))
    189           message.AppendLine("Input variable '" + item + "' is not present in the new problem data.");
    190       }
    191 
    192       if (message.Length != 0) {
    193         errorMessage = message.ToString();
    194         return false;
    195       }
    196       return true;
    197 
    198     }
    199 
    200     public virtual void AdjustProblemDataProperties(IDataAnalysisProblemData problemData) {
    201       DataAnalysisProblemData data = problemData as DataAnalysisProblemData;
    202       if (data == null) throw new ArgumentException("The problem data is not a data analysis problem data. Instead a " + problemData.GetType().GetPrettyName() + " was provided.", "problemData");
    203 
    204       string errorMessage;
    205       if (!data.IsProblemDataCompatible(this, out errorMessage)) {
    206         throw new InvalidOperationException(errorMessage);
    207       }
    208 
    209       foreach (var inputVariable in InputVariables) {
    210         var variable = data.InputVariables.FirstOrDefault(i => i.Value == inputVariable.Value);
    211         InputVariables.SetItemCheckedState(inputVariable, variable != null && data.InputVariables.ItemChecked(variable));
    212       }
    213 
    214       TrainingPartition.Start = TrainingPartition.End = 0;
    215       TestPartition.Start = 0;
    216       TestPartition.End = Dataset.Rows;
    217     }
    218160  }
    219161}

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/DataAnalysisSolution.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/ConstantRegressionModel.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/ConstantRegressionSolution.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionEnsembleModel.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionEnsembleProblemData.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionEnsembleSolution.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionProblem.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionProblemData.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.
    … …  
    100100    public string TargetVariable {
    101101      get { return TargetVariableParameter.Value.Value; }
    102       set {
    103         if (value == null) throw new ArgumentNullException("targetVariable", "The provided value for the targetVariable is null.");
    104         if (value == TargetVariable) return;
    105 
    106         var matchingParameterValue = TargetVariableParameter.ValidValues.FirstOrDefault(v => v.Value == value);
    107         if (matchingParameterValue == null) throw new ArgumentException("The provided value is not valid as the targetVariable.", "targetVariable");
    108         TargetVariableParameter.Value = matchingParameterValue;
    109       }
    110102    }
    111103
    … …  
    137129    }
    138130
    139     public RegressionProblemData(Dataset dataset, IEnumerable<string> allowedInputVariables, string targetVariable, IEnumerable<ITransformation> transformations = null)
    140       : base(dataset, allowedInputVariables, transformations ?? Enumerable.Empty<ITransformation>()) {
     131    public RegressionProblemData(Dataset dataset, IEnumerable<string> allowedInputVariables, string targetVariable)
     132      : base(dataset, allowedInputVariables) {
    141133      var variables = InputVariables.Select(x => x.AsReadOnly()).ToList();
    142134      Parameters.Add(new ConstrainedValueParameter<StringValue>(TargetVariableParameterName, new ItemSet<StringValue>(variables), variables.Where(x => x.Value == targetVariable).First()));
    … …  
    150142      OnChanged();
    151143    }
    152 
    153     protected override bool IsProblemDataCompatible(IDataAnalysisProblemData problemData, out string errorMessage) {
    154       if (problemData == null) throw new ArgumentNullException("problemData", "The provided problemData is null.");
    155       IRegressionProblemData regressionProblemData = problemData as IRegressionProblemData;
    156       if (regressionProblemData == null)
    157         throw new ArgumentException("The problem data is not a regression problem data. Instead a " + problemData.GetType().GetPrettyName() + " was provided.", "problemData");
    158 
    159       var returnValue = base.IsProblemDataCompatible(problemData, out errorMessage);
    160       //check targetVariable
    161       if (problemData.InputVariables.All(var => var.Value != TargetVariable)) {
    162         errorMessage = string.Format("The target variable {0} is not present in the new problem data.", TargetVariable)
    163                        + Environment.NewLine + errorMessage;
    164         return false;
    165       }
    166       return returnValue;
    167     }
    168 
    169     public override void AdjustProblemDataProperties(IDataAnalysisProblemData problemData) {
    170       if (problemData == null) throw new ArgumentNullException("problemData", "The provided problemData is null.");
    171       RegressionProblemData regressionProblemData = problemData as RegressionProblemData;
    172       if (regressionProblemData == null)
    173         throw new ArgumentException("The problem data is not a regression problem data. Instead a " + problemData.GetType().GetPrettyName() + " was provided.", "problemData");
    174 
    175       base.AdjustProblemDataProperties(problemData);
    176       TargetVariable = regressionProblemData.TargetVariable;
    177     }
    178144  }
    179145}

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionSolution.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Regression/RegressionSolutionBase.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/TimeSeriesPrognosis/Models/ConstantTimeSeriesPrognosisModel.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/TimeSeriesPrognosis/Models/TimeSeriesPrognosisAutoRegressiveModel.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/TimeSeriesPrognosis/TimeSeriesPrognosisProblem.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/TimeSeriesPrognosis/TimeSeriesPrognosisProblemData.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.
    … …  
    15821582      TrainingPartition.Start = 50;
    15831583    }
    1584     public TimeSeriesPrognosisProblemData(Dataset dataset, IEnumerable<string> allowedInputVariables, string targetVariable, IEnumerable<ITransformation> transformations = null)
    1585       : base(dataset, allowedInputVariables, targetVariable, transformations ?? Enumerable.Empty<ITransformation>()) {
     1584    public TimeSeriesPrognosisProblemData(Dataset dataset, IEnumerable<string> allowedInputVariables, string targetVariable)
     1585      : base(dataset, allowedInputVariables, targetVariable) {
    15861586      Parameters.Add(new FixedValueParameter<IntValue>(TrainingHorizonParameterName, "Specifies the horizon (how far the prognosis reaches in the future) for each training sample.", new IntValue(1)));
    15871587      Parameters.Add(new FixedValueParameter<IntValue>(TestHorizonParameterName, "Specifies the horizon (how far the prognosis reaches in the future) for each test sample.", new IntValue(1)));
    … …  
    15981598      : this(timeseriesProblemData.Dataset, timeseriesProblemData.AllowedInputVariables, timeseriesProblemData.TargetVariable) {
    15991599
    1600       TrainingPartition.Start = timeseriesProblemData.TrainingPartition.Start;
    1601       TrainingPartition.End = timeseriesProblemData.TrainingPartition.End;
    1602       TestPartition.Start = timeseriesProblemData.TestPartition.Start;
    1603       TestPartition.End = timeseriesProblemData.TestPartition.End;
    1604 
    1605       TrainingHorizon = timeseriesProblemData.TrainingHorizon;
    16061600      TestHorizon = timeseriesProblemData.TestHorizon;
     1601      TrainingHorizon = timeseriesProblemData.TestHorizon;
    16071602    }
    16081603
    … …  
    16211616    }
    16221617
    1623     protected override bool IsProblemDataCompatible(IDataAnalysisProblemData problemData, out string errorMessage) {
    1624       if (problemData == null) throw new ArgumentNullException("problemData", "The provided problemData is null.");
    1625       ITimeSeriesPrognosisProblemData timeseriesProblemData = problemData as ITimeSeriesPrognosisProblemData;
    1626       if (timeseriesProblemData == null)
    1627         throw new ArgumentException("The problem data is not a time-series problem data. Instead a " + problemData.GetType().GetPrettyName() + " was provided.", "problemData");
    1628 
    1629       var returnValue = base.IsProblemDataCompatible(problemData, out errorMessage);
    1630       //check targetVariable
    1631       if (problemData.InputVariables.All(var => var.Value != TargetVariable)) {
    1632         errorMessage = string.Format("The target variable {0} is not present in the new problem data.", TargetVariable)
    1633                        + Environment.NewLine + errorMessage;
    1634         return false;
    1635       }
    1636       return returnValue;
    1637     }
    1638 
    1639     public override void AdjustProblemDataProperties(IDataAnalysisProblemData problemData) {
    1640       TimeSeriesPrognosisProblemData timeSeriesProblemData = problemData as TimeSeriesPrognosisProblemData;
    1641       if (timeSeriesProblemData == null)
    1642         throw new ArgumentException("The problem data is not a timeseries problem data. Instead a " + problemData.GetType().GetPrettyName() + " was provided.", "problemData");
    1643 
    1644       var trainingDataStart = TrainingIndices.First();
    1645 
    1646       base.AdjustProblemDataProperties(problemData);
    1647 
    1648       TestPartition.Start = trainingDataStart;
    1649 
    1650       TrainingHorizon = timeSeriesProblemData.TrainingHorizon;
    1651       TestHorizon = timeSeriesProblemData.TestHorizon;
    1652     }
    1653 
    16541618  }
    16551619}

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/TimeSeriesPrognosis/TimeSeriesPrognosisResults.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.
    … …  
    369369      OnlineCalculatorError errorState;
    370370      var problemData = Solution.ProblemData;
    371       if (!problemData.TrainingIndices.Any()) return;
    372371      var model = Solution.Model;
    373372      //mean model
    … …  
    416415      OnlineCalculatorError errorState;
    417416      var problemData = Solution.ProblemData;
    418       if (!problemData.TestIndices.Any()) return;
    419417      var model = Solution.Model;
     418      //mean model
     419      double trainingMean = problemData.Dataset.GetDoubleValues(problemData.TargetVariable, problemData.TrainingIndices).Average();
     420      var meanModel = new ConstantTimeSeriesPrognosisModel(trainingMean);
     421
     422      //AR1 model
     423      double alpha, beta;
     424      IEnumerable<double> trainingStartValues = problemData.Dataset.GetDoubleValues(problemData.TargetVariable, problemData.TrainingIndices.Select(r => r - 1).Where(r => r > 0)).ToList();
     425      OnlineLinearScalingParameterCalculator.Calculate(problemData.Dataset.GetDoubleValues(problemData.TargetVariable, problemData.TrainingIndices.Where(x => x > 0)), trainingStartValues, out alpha, out beta, out errorState);
     426      var AR1model = new TimeSeriesPrognosisAutoRegressiveModel(problemData.TargetVariable, new double[] { beta }, alpha);
     427
    420428      var testHorizions = problemData.TestIndices.Select(r => Math.Min(testHorizon, problemData.TestPartition.End - r)).ToList();
    421429      IEnumerable<IEnumerable<double>> testTargetValues = problemData.TestIndices.Zip(testHorizions, Enumerable.Range).Select(r => problemData.Dataset.GetDoubleValues(problemData.TargetVariable, r)).ToList();
    422430      IEnumerable<IEnumerable<double>> testEstimatedValues = model.GetPrognosedValues(problemData.Dataset, problemData.TestIndices, testHorizions).ToList();
    423431      IEnumerable<double> testStartValues = problemData.Dataset.GetDoubleValues(problemData.TargetVariable, problemData.TestIndices.Select(r => r - 1).Where(r => r > 0)).ToList();
     432      IEnumerable<IEnumerable<double>> testMeanModelPredictions = meanModel.GetPrognosedValues(problemData.Dataset, problemData.TestIndices, testHorizions).ToList();
     433      IEnumerable<IEnumerable<double>> testAR1ModelPredictions = AR1model.GetPrognosedValues(problemData.Dataset, problemData.TestIndices, testHorizions).ToList();
    424434
    425435      IEnumerable<double> originalTestValues = testTargetValues.SelectMany(x => x).ToList();
    … …  
    443453      PrognosisTestWeightedDirectionalSymmetry = OnlineWeightedDirectionalSymmetryCalculator.Calculate(testStartValues, testTargetValues, testEstimatedValues, out errorState);
    444454      PrognosisTestWeightedDirectionalSymmetry = errorState == OnlineCalculatorError.None ? PrognosisTestWeightedDirectionalSymmetry : 0.0;
    445 
    446 
    447       if (problemData.TrainingIndices.Any()) {
    448         //mean model
    449         double trainingMean = problemData.Dataset.GetDoubleValues(problemData.TargetVariable, problemData.TrainingIndices).Average();
    450         var meanModel = new ConstantTimeSeriesPrognosisModel(trainingMean);
    451 
    452         //AR1 model
    453         double alpha, beta;
    454         IEnumerable<double> trainingStartValues = problemData.Dataset.GetDoubleValues(problemData.TargetVariable, problemData.TrainingIndices.Select(r => r - 1).Where(r => r > 0)).ToList();
    455         OnlineLinearScalingParameterCalculator.Calculate(problemData.Dataset.GetDoubleValues(problemData.TargetVariable, problemData.TrainingIndices.Where(x => x > 0)), trainingStartValues, out alpha, out beta, out errorState);
    456         var AR1model = new TimeSeriesPrognosisAutoRegressiveModel(problemData.TargetVariable, new double[] { beta }, alpha);
    457 
    458         IEnumerable<IEnumerable<double>> testMeanModelPredictions = meanModel.GetPrognosedValues(problemData.Dataset, problemData.TestIndices, testHorizions).ToList();
    459         IEnumerable<IEnumerable<double>> testAR1ModelPredictions = AR1model.GetPrognosedValues(problemData.Dataset, problemData.TestIndices, testHorizions).ToList();
    460 
    461         PrognosisTestTheilsUStatisticAR1 = OnlineTheilsUStatisticCalculator.Calculate(testStartValues, testTargetValues, testAR1ModelPredictions, testEstimatedValues, out errorState);
    462         PrognosisTestTheilsUStatisticAR1 = errorState == OnlineCalculatorError.None ? PrognosisTestTheilsUStatisticAR1 : double.PositiveInfinity;
    463         PrognosisTestTheilsUStatisticMean = OnlineTheilsUStatisticCalculator.Calculate(testStartValues, testTargetValues, testMeanModelPredictions, testEstimatedValues, out errorState);
    464         PrognosisTestTheilsUStatisticMean = errorState == OnlineCalculatorError.None ? PrognosisTestTheilsUStatisticMean : double.PositiveInfinity;
    465       }
     455      PrognosisTestTheilsUStatisticAR1 = OnlineTheilsUStatisticCalculator.Calculate(testStartValues, testTargetValues, testAR1ModelPredictions, testEstimatedValues, out errorState);
     456      PrognosisTestTheilsUStatisticAR1 = errorState == OnlineCalculatorError.None ? PrognosisTestTheilsUStatisticAR1 : double.PositiveInfinity;
     457      PrognosisTestTheilsUStatisticMean = OnlineTheilsUStatisticCalculator.Calculate(testStartValues, testTargetValues, testMeanModelPredictions, testEstimatedValues, out errorState);
     458      PrognosisTestTheilsUStatisticMean = errorState == OnlineCalculatorError.None ? PrognosisTestTheilsUStatisticMean : double.PositiveInfinity;
    466459    }
    467460  }

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/TimeSeriesPrognosis/TimeSeriesPrognosisSolution.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/TimeSeriesPrognosis/TimeSeriesPrognosisSolutionBase.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.
    … …  
    149149    protected void CalculateTimeSeriesResults() {
    150150      OnlineCalculatorError errorState;
    151       double trainingMean = ProblemData.TrainingIndices.Any() ? ProblemData.Dataset.GetDoubleValues(ProblemData.TargetVariable, ProblemData.TrainingIndices).Average() : double.NaN;
     151      double trainingMean = ProblemData.Dataset.GetDoubleValues(ProblemData.TargetVariable, ProblemData.TrainingIndices).Average();
    152152      var meanModel = new ConstantTimeSeriesPrognosisModel(trainingMean);
    153153
    … …  
    159159
    160160      #region Calculate training quality measures
    161       if (ProblemData.TrainingIndices.Any()) {
    162         IEnumerable<double> trainingTargetValues = ProblemData.Dataset.GetDoubleValues(ProblemData.TargetVariable, ProblemData.TrainingIndices).ToList();
    163         IEnumerable<double> trainingEstimatedValues = EstimatedTrainingValues.ToList();
    164         IEnumerable<double> trainingMeanModelPredictions = meanModel.GetEstimatedValues(ProblemData.Dataset, ProblemData.TrainingIndices).ToList();
    165         IEnumerable<double> trainingAR1ModelPredictions = AR1model.GetEstimatedValues(ProblemData.Dataset, ProblemData.TrainingIndices).ToList();
     161      IEnumerable<double> trainingTargetValues = ProblemData.Dataset.GetDoubleValues(ProblemData.TargetVariable, ProblemData.TrainingIndices).ToList();
     162      IEnumerable<double> trainingEstimatedValues = EstimatedTrainingValues.ToList();
     163      IEnumerable<double> trainingMeanModelPredictions = meanModel.GetEstimatedValues(ProblemData.Dataset, ProblemData.TrainingIndices).ToList();
     164      IEnumerable<double> trainingAR1ModelPredictions = AR1model.GetEstimatedValues(ProblemData.Dataset, ProblemData.TrainingIndices).ToList();
    166165
    167         TrainingDirectionalSymmetry = OnlineDirectionalSymmetryCalculator.Calculate(trainingTargetValues.First(), trainingTargetValues, trainingEstimatedValues, out errorState);
    168         TrainingDirectionalSymmetry = errorState == OnlineCalculatorError.None ? TrainingDirectionalSymmetry : 0.0;
    169         TrainingWeightedDirectionalSymmetry = OnlineWeightedDirectionalSymmetryCalculator.Calculate(trainingTargetValues.First(), trainingTargetValues, trainingEstimatedValues, out errorState);
    170         TrainingWeightedDirectionalSymmetry = errorState == OnlineCalculatorError.None ? TrainingWeightedDirectionalSymmetry : 0.0;
    171         TrainingTheilsUStatisticAR1 = OnlineTheilsUStatisticCalculator.Calculate(trainingTargetValues.First(), trainingTargetValues, trainingAR1ModelPredictions, trainingEstimatedValues, out errorState);
    172         TrainingTheilsUStatisticAR1 = errorState == OnlineCalculatorError.None ? TrainingTheilsUStatisticAR1 : double.PositiveInfinity;
    173         TrainingTheilsUStatisticMean = OnlineTheilsUStatisticCalculator.Calculate(trainingTargetValues.First(), trainingTargetValues, trainingMeanModelPredictions, trainingEstimatedValues, out errorState);
    174         TrainingTheilsUStatisticMean = errorState == OnlineCalculatorError.None ? TrainingTheilsUStatisticMean : double.PositiveInfinity;
    175       }
     166      TrainingDirectionalSymmetry = OnlineDirectionalSymmetryCalculator.Calculate(trainingTargetValues.First(), trainingTargetValues, trainingEstimatedValues, out errorState);
     167      TrainingDirectionalSymmetry = errorState == OnlineCalculatorError.None ? TrainingDirectionalSymmetry : 0.0;
     168      TrainingWeightedDirectionalSymmetry = OnlineWeightedDirectionalSymmetryCalculator.Calculate(trainingTargetValues.First(), trainingTargetValues, trainingEstimatedValues, out errorState);
     169      TrainingWeightedDirectionalSymmetry = errorState == OnlineCalculatorError.None ? TrainingWeightedDirectionalSymmetry : 0.0;
     170      TrainingTheilsUStatisticAR1 = OnlineTheilsUStatisticCalculator.Calculate(trainingTargetValues.First(), trainingTargetValues, trainingAR1ModelPredictions, trainingEstimatedValues, out errorState);
     171      TrainingTheilsUStatisticAR1 = errorState == OnlineCalculatorError.None ? TrainingTheilsUStatisticAR1 : double.PositiveInfinity;
     172      TrainingTheilsUStatisticMean = OnlineTheilsUStatisticCalculator.Calculate(trainingTargetValues.First(), trainingTargetValues, trainingMeanModelPredictions, trainingEstimatedValues, out errorState);
     173      TrainingTheilsUStatisticMean = errorState == OnlineCalculatorError.None ? TrainingTheilsUStatisticMean : double.PositiveInfinity;
    176174      #endregion
    177175
    178176      #region Calculate test quality measures
    179       if (ProblemData.TestIndices.Any()) {
    180         IEnumerable<double> testTargetValues = ProblemData.Dataset.GetDoubleValues(ProblemData.TargetVariable, ProblemData.TestIndices).ToList();
    181         IEnumerable<double> testEstimatedValues = EstimatedTestValues.ToList();
    182         IEnumerable<double> testMeanModelPredictions = meanModel.GetEstimatedValues(ProblemData.Dataset, ProblemData.TestIndices).ToList();
    183         IEnumerable<double> testAR1ModelPredictions = AR1model.GetEstimatedValues(ProblemData.Dataset, ProblemData.TestIndices).ToList();
     177      IEnumerable<double> testTargetValues = ProblemData.Dataset.GetDoubleValues(ProblemData.TargetVariable, ProblemData.TestIndices).ToList();
     178      IEnumerable<double> testEstimatedValues = EstimatedTestValues.ToList();
     179      IEnumerable<double> testMeanModelPredictions = meanModel.GetEstimatedValues(ProblemData.Dataset, ProblemData.TestIndices).ToList();
     180      IEnumerable<double> testAR1ModelPredictions = AR1model.GetEstimatedValues(ProblemData.Dataset, ProblemData.TestIndices).ToList();
    184181
    185         TestDirectionalSymmetry = OnlineDirectionalSymmetryCalculator.Calculate(testTargetValues.First(), testTargetValues, testEstimatedValues, out errorState);
    186         TestDirectionalSymmetry = errorState == OnlineCalculatorError.None ? TestDirectionalSymmetry : 0.0;
    187         TestWeightedDirectionalSymmetry = OnlineWeightedDirectionalSymmetryCalculator.Calculate(testTargetValues.First(), testTargetValues, testEstimatedValues, out errorState);
    188         TestWeightedDirectionalSymmetry = errorState == OnlineCalculatorError.None ? TestWeightedDirectionalSymmetry : 0.0;
    189         TestTheilsUStatisticAR1 = OnlineTheilsUStatisticCalculator.Calculate(testTargetValues.First(), testTargetValues, testAR1ModelPredictions, testEstimatedValues, out errorState);
    190         TestTheilsUStatisticAR1 = errorState == OnlineCalculatorError.None ? TestTheilsUStatisticAR1 : double.PositiveInfinity;
    191         TestTheilsUStatisticMean = OnlineTheilsUStatisticCalculator.Calculate(testTargetValues.First(), testTargetValues, testMeanModelPredictions, testEstimatedValues, out errorState);
    192         TestTheilsUStatisticMean = errorState == OnlineCalculatorError.None ? TestTheilsUStatisticMean : double.PositiveInfinity;
    193       }
     182      TestDirectionalSymmetry = OnlineDirectionalSymmetryCalculator.Calculate(testTargetValues.First(), testTargetValues, testEstimatedValues, out errorState);
     183      TestDirectionalSymmetry = errorState == OnlineCalculatorError.None ? TestDirectionalSymmetry : 0.0;
     184      TestWeightedDirectionalSymmetry = OnlineWeightedDirectionalSymmetryCalculator.Calculate(testTargetValues.First(), testTargetValues, testEstimatedValues, out errorState);
     185      TestWeightedDirectionalSymmetry = errorState == OnlineCalculatorError.None ? TestWeightedDirectionalSymmetry : 0.0;
     186      TestTheilsUStatisticAR1 = OnlineTheilsUStatisticCalculator.Calculate(testTargetValues.First(), testTargetValues, testAR1ModelPredictions, testEstimatedValues, out errorState);
     187      TestTheilsUStatisticAR1 = errorState == OnlineCalculatorError.None ? TestTheilsUStatisticAR1 : double.PositiveInfinity;
     188      TestTheilsUStatisticMean = OnlineTheilsUStatisticCalculator.Calculate(testTargetValues.First(), testTargetValues, testMeanModelPredictions, testEstimatedValues, out errorState);
     189      TestTheilsUStatisticMean = errorState == OnlineCalculatorError.None ? TestTheilsUStatisticMean : double.PositiveInfinity;
    194190      #endregion
    195191    }

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IClassificationEnsembleModel.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IClassificationEnsembleSolution.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IClassificationModel.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IClassificationProblem.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IClassificationProblemData.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.
    … …  
    2323namespace HeuristicLab.Problems.DataAnalysis {
    2424  public interface IClassificationProblemData : IDataAnalysisProblemData {
    25     string TargetVariable { get; set; }
     25    string TargetVariable { get; }
    2626
    2727    IEnumerable<string> ClassNames { get; }

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IClassificationSolution.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IDiscriminantFunctionClassificationModel.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IDiscriminantFunctionClassificationSolution.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Classification/IDiscriminantFunctionThresholdCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Clustering/IClusteringModel.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Clustering/IClusteringProblem.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Clustering/IClusteringProblemData.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Clustering/IClusteringSolution.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/IDataAnalysisModel.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/IDataAnalysisProblem.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/IDataAnalysisProblemData.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.
    … …  
    3939    IEnumerable<int> TestIndices { get; }
    4040
    41     IEnumerable<ITransformation> Transformations { get; }
    42 
    4341    bool IsTrainingSample(int index);
    4442    bool IsTestSample(int index);
    4543
    4644    event EventHandler Changed;
    47 
    48     void AdjustProblemDataProperties(IDataAnalysisProblemData problemData);
    4945  }
    5046}

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/IDataAnalysisSolution.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/IDependencyCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/IOnlineCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionEnsembleModel.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionEnsembleSolution.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionModel.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionProblem.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionProblemData.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.
    … …  
    2222namespace HeuristicLab.Problems.DataAnalysis {
    2323  public interface IRegressionProblemData : IDataAnalysisProblemData {
    24     string TargetVariable { get; set; }
     24    string TargetVariable { get; }
    2525  }
    2626}

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionSolution.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/TimeSeriesPrognosis/IOnlineTimeSeriesCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/TimeSeriesPrognosis/ITimeSeriesPrognosisModel.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/TimeSeriesPrognosis/ITimeSeriesPrognosisProblem.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/TimeSeriesPrognosis/ITimeSeriesPrognosisProblemData.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/TimeSeriesPrognosis/ITimeSeriesPrognosisSolution.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/AutoCorrelationCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/DependencyCalculator/HoeffdingsDependenceCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/DependencyCalculator/PearsonsRDependenceCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/DependencyCalculator/PearsonsRSquaredDependenceCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/DependencyCalculator/SpearmansRankCorrelationCoefficientCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/NormalizedGiniCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineAccuracyCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineBoundedMeanSquaredErrorCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineDirectionalSymmetryCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineLinearScalingParameterCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineMaxAbsoluteErrorCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineMeanAbsoluteErrorCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineMeanAbsolutePercentageErrorCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineMeanAndVarianceCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineMeanErrorCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineMeanSquaredErrorCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineNormalizedMeanSquaredErrorCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlinePearsonsRSquaredCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineTheilsUStatisticCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/OnlineWeightedDirectionalSymmetryCalculator.cs

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Plugin.cs.frame

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.
    … …  
    2626
    2727namespace 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.", "3.4.3.$WCREV$")]
    2929  [PluginFile("HeuristicLab.Problems.DataAnalysis-3.4.dll", PluginFileType.Assembly)]
    3030  [PluginDependency("HeuristicLab.ALGLIB","3.7.0")]
    … …  
    3737  [PluginDependency("HeuristicLab.Parameters", "3.3")]
    3838  [PluginDependency("HeuristicLab.Persistence", "3.3")]
    39   [PluginDependency("HeuristicLab.Problems.Instances", "3.3")] 
     39  [PluginDependency("HeuristicLab.Problems.Instances", "3.3")]
    4040  public class HeuristicLabProblemsDataAnalysisPlugin : PluginBase {
    4141  }

  • branches/HiveStatistics/sources/HeuristicLab.Problems.DataAnalysis/3.4/Properties/AssemblyInfo.cs.frame

    r11202 r11203  
    11#region License Information
    22/* HeuristicLab
    3  * Copyright (C) 2002-2014 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
     3 * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
    44 *
    55 * This file is part of HeuristicLab.
    … …  
    3131[assembly: AssemblyCompany("")]
    3232[assembly: AssemblyProduct("HeuristicLab")]
    33 [assembly: AssemblyCopyright("(c) 2002-2014 HEAL")]
     33[assembly: AssemblyCopyright("(c) 2002-2012 HEAL")]
    3434[assembly: AssemblyTrademark("")]
    3535[assembly: AssemblyCulture("")]
    … …  
    5353// by using the '*' as shown below:
    5454[assembly: AssemblyVersion("3.4.0.0")]
    55 [assembly: AssemblyFileVersion("3.4.6.$WCREV$")]
     55[assembly: AssemblyFileVersion("3.4.3.$WCREV$")]
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