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Changeset 11523


Ignore:
Timestamp:
11/05/14 11:13:34 (10 years ago)
Author:
bburlacu
Message:

#2098: Added support for boolean, conditional and comparison symbols in the SymbolicDataAnalysisExpressionExcelFormatter. Added SymbolicDiscriminantFunctionClassificationSolutionExcelExporter derived from the SymbolicSolutionExcelExporter. Updated view to use the specialized exporter.

Location:
trunk/sources
Files:
1 added
4 edited

Legend:

Unmodified
Added
Removed

  • trunk/sources/HeuristicLab.Problems.DataAnalysis.Symbolic.Classification.Views/3.4/HeuristicLab.Problems.DataAnalysis.Symbolic.Classification.Views-3.4.csproj

    r10540 r11523  
    9393  </PropertyGroup>
    9494  <ItemGroup>
     95    <Reference Include="EPPlus-3.1.3, Version=3.1.3.0, Culture=neutral, PublicKeyToken=ea159fdaa78159a1, processorArchitecture=MSIL">
     96      <SpecificVersion>False</SpecificVersion>
     97      <HintPath>..\..\bin\EPPlus-3.1.3.dll</HintPath>
     98      <Private>False</Private>
     99    </Reference>
    95100    <Reference Include="System" />
    96101    <Reference Include="System.Core">
    … …  
    116121      <DependentUpon>InteractiveSymbolicClassificationSolutionSimplifierView.cs</DependentUpon>
    117122    </Compile>
     123    <Compile Include="SymbolicDiscriminantFunctionClassificationSolutionExcelExporter.cs" />
    118124    <Compile Include="SymbolicClassificationSolutionView.cs">
    119125      <SubType>UserControl</SubType>

  • trunk/sources/HeuristicLab.Problems.DataAnalysis.Symbolic.Classification.Views/3.4/SymbolicDiscriminantFunctionClassificationSolutionView.cs

    r11171 r11523  
    2525using System.Windows.Forms;
    2626using HeuristicLab.MainForm;
    27 using HeuristicLab.Problems.DataAnalysis.Symbolic.Views;
    2827using HeuristicLab.Problems.DataAnalysis.Views;
    2928
    … …  
    5453
    5554    private void exportButton_Click(object sender, EventArgs e) {
    56       var exporter = new SymbolicSolutionExcelExporter();
     55      var exporter = new SymbolicDiscriminantFunctionClassificationSolutionExcelExporter();
    5756      exportFileDialog.Filter = exporter.FileTypeFilter;
    5857      if (exportFileDialog.ShowDialog(this) == DialogResult.OK) {

  • trunk/sources/HeuristicLab.Problems.DataAnalysis.Symbolic.Views/3.4/Exporters/SymbolicSolutionExcelExporter.cs

    r11171 r11523  
    3030namespace HeuristicLab.Problems.DataAnalysis.Symbolic.Views {
    3131  public class SymbolicSolutionExcelExporter : IDataAnalysisSolutionExporter {
    32     private const string TRAININGSTART = "TrainingStart";
    33     private const string TRAININGEND = "TrainingEnd";
    34     private const string TESTSTART = "TestStart";
    35     private const string TESTEND = "TestEnd";
     32    protected const string TRAININGSTART = "TrainingStart";
     33    protected const string TRAININGEND = "TrainingEnd";
     34    protected const string TESTSTART = "TestStart";
     35    protected const string TESTEND = "TestEnd";
    3636
    3737
    … …  
    5252    }
    5353
    54     private void ExportChart(string fileName, ISymbolicDataAnalysisSolution solution, string formula) {
     54    protected virtual void ExportChart(string fileName, ISymbolicDataAnalysisSolution solution, string formula) {
    5555      FileInfo newFile = new FileInfo(fileName);
    5656      if (newFile.Exists) {
    … …  
    8585    }
    8686
    87     private void FormatModelSheet(ExcelWorksheet modelWorksheet, ISymbolicDataAnalysisSolution solution, IEnumerable<string> formulaParts) {
     87    protected virtual void FormatModelSheet(ExcelWorksheet modelWorksheet, ISymbolicDataAnalysisSolution solution, IEnumerable<string> formulaParts) {
    8888      int row = 1;
    8989      modelWorksheet.Cells[row, 1].Value = "Model";
    … …  
    216216    }
    217217
    218     private string Indirect(string column, bool training) {
     218    protected string Indirect(string column, bool training) {
    219219      if (training) {
    220220        return string.Format("INDIRECT(\"'Estimated Values'!{0}\"&{1}+2&\":{0}\"&{2}+1)", column, TRAININGSTART, TRAININGEND);
    … …  
    224224    }
    225225
    226     private void AddCharts(ExcelWorksheet chartsWorksheet) {
     226    protected virtual void AddCharts(ExcelWorksheet chartsWorksheet) {
    227227      chartsWorksheet.Names.AddFormula("AllId", "OFFSET('Estimated Values'!$A$1,1,0, COUNTA('Estimated Values'!$A:$A)-1)");
    228228      chartsWorksheet.Names.AddFormula("AllTarget", "OFFSET('Estimated Values'!$B$1,1,0, COUNTA('Estimated Values'!$B:$B)-1)");
    … …  
    260260    }
    261261
    262     private void AddModelTreePicture(ExcelWorksheet modelWorksheet, ISymbolicDataAnalysisModel model) {
     262    protected virtual void AddModelTreePicture(ExcelWorksheet modelWorksheet, ISymbolicDataAnalysisModel model) {
    263263      SymbolicExpressionTreeChart modelTreePicture = new SymbolicExpressionTreeChart();
    264264      modelTreePicture.Tree = model.SymbolicExpressionTree;
    … …  
    289289      estimatedWorksheet.Cells[1, 1, 1, 10].AutoFitColumns();
    290290
     291      // fill in id, target variable and unbounded estimated values
    291292      int targetIndex = solution.ProblemData.Dataset.VariableNames.ToList().FindIndex(x => x.Equals(solution.ProblemData.TargetVariable)) + 1;
    292293      for (int i = 0; i < rows; i++) {
    293         estimatedWorksheet.Cells[i + 2, 1].Value = i;
    294         estimatedWorksheet.Cells[i + 2, 2].Formula = datasetWorksheet.Cells[i + 2, targetIndex].FullAddress;
    295         estimatedWorksheet.Cells[i + 2, 9].Formula = string.Format(preparedFormula, i + 2);
     294        estimatedWorksheet.Cells[i + 2, 1].Value = i; // id
     295        estimatedWorksheet.Cells[i + 2, 2].Formula = datasetWorksheet.Cells[i + 2, targetIndex].FullAddress; // target variable
     296        estimatedWorksheet.Cells[i + 2, 9].Formula = string.Format(preparedFormula, i + 2); // unbounded estimated values
    296297      }
    297298      estimatedWorksheet.Cells["B2:B" + (rows + 1)].Style.Numberformat.Format = "0.000";
    … …  
    313314    }
    314315
    315     private string PrepareFormula(string[] formulaParts) {
     316    protected string PrepareFormula(string[] formulaParts) {
    316317      string preparedFormula = formulaParts[0];
    317318      foreach (var part in formulaParts.Skip(2)) {
    … …  
    323324    }
    324325
    325     private void WriteInputSheet(ExcelWorksheet inputsWorksheet, ExcelWorksheet datasetWorksheet, IEnumerable<string> list, Dataset dataset) {
     326    protected void WriteInputSheet(ExcelWorksheet inputsWorksheet, ExcelWorksheet datasetWorksheet, IEnumerable<string> list, Dataset dataset) {
    326327      //remark the performance of EPPlus drops dramatically
    327328      //if the data is not written row wise (from left to right) due the internal indices used.
    … …  
    337338    }
    338339
    339     private void WriteDatasetToExcel(ExcelWorksheet datasetWorksheet, IDataAnalysisProblemData problemData) {
     340    protected void WriteDatasetToExcel(ExcelWorksheet datasetWorksheet, IDataAnalysisProblemData problemData) {
    340341      //remark the performance of EPPlus drops dramatically
    341342      //if the data is not written row wise (from left to right) due the internal indices used.

  • trunk/sources/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Formatters/SymbolicDataAnalysisExpressionExcelFormatter.cs

    r11171 r11523  
    203203        stringBuilder.Append(FormatRecursively(node.GetSubtree(1)));
    204204        stringBuilder.Append(",0))");
     205      } else if (symbol is IfThenElse) {
     206        stringBuilder.Append("IF(");
     207        stringBuilder.Append("(" + FormatRecursively(node.GetSubtree(0)) + " ) > 0");
     208        stringBuilder.Append(",");
     209        stringBuilder.Append(FormatRecursively(node.GetSubtree(1)));
     210        stringBuilder.Append(",");
     211        stringBuilder.Append(FormatRecursively(node.GetSubtree(2)));
     212        stringBuilder.Append(")");
     213      } else if (symbol is VariableCondition) {
     214        VariableConditionTreeNode variableConditionTreeNode = node as VariableConditionTreeNode;
     215        double threshold = variableConditionTreeNode.Threshold;
     216        double slope = variableConditionTreeNode.Slope;
     217        string p = "(1 / (1 + EXP(-" + slope.ToString(CultureInfo.InvariantCulture) + "* (" + GetColumnToVariableName(variableConditionTreeNode.VariableName) + "-" + threshold.ToString(CultureInfo.InvariantCulture) + "))))";
     218        stringBuilder.Append("INT((");
     219        stringBuilder.Append(FormatRecursively(node.GetSubtree(0)));
     220        stringBuilder.Append("*");
     221        stringBuilder.Append(p);
     222        stringBuilder.Append(") + (");
     223        stringBuilder.Append(FormatRecursively(node.GetSubtree(1)));
     224        stringBuilder.Append("*(");
     225        stringBuilder.Append("1 - " + p + ")");
     226        stringBuilder.Append("))");
     227      } else if (symbol is Xor) {
     228        stringBuilder.Append("IF(");
     229        stringBuilder.Append("XOR(");
     230        stringBuilder.Append("(" + FormatRecursively(node.GetSubtree(0)) + ") > 0,");
     231        stringBuilder.Append("(" + FormatRecursively(node.GetSubtree(1)) + ") > 0");
     232        stringBuilder.Append("), 1.0, -1.0)");
     233      } else if (symbol is Or) {
     234        stringBuilder.Append("IF(");
     235        stringBuilder.Append("OR(");
     236        stringBuilder.Append("(" + FormatRecursively(node.GetSubtree(0)) + ") > 0,");
     237        stringBuilder.Append("(" + FormatRecursively(node.GetSubtree(1)) + ") > 0");
     238        stringBuilder.Append("), 1.0, -1.0)");
     239      } else if (symbol is And) {
     240        stringBuilder.Append("IF(");
     241        stringBuilder.Append("AND(");
     242        stringBuilder.Append("(" + FormatRecursively(node.GetSubtree(0)) + ") > 0,");
     243        stringBuilder.Append("(" + FormatRecursively(node.GetSubtree(1)) + ") > 0");
     244        stringBuilder.Append("), 1.0, -1.0)");
     245      } else if (symbol is Not) {
     246        stringBuilder.Append("IF(");
     247        stringBuilder.Append(FormatRecursively(node.GetSubtree(0)));
     248        stringBuilder.Append(" > 0, -1.0, 1.0)");
     249      } else if (symbol is GreaterThan) {
     250        stringBuilder.Append("IF((");
     251        stringBuilder.Append(FormatRecursively(node.GetSubtree(0)));
     252        stringBuilder.Append(") > (");
     253        stringBuilder.Append(FormatRecursively(node.GetSubtree(1)));
     254        stringBuilder.Append("), 1.0, -1.0)");
     255      } else if (symbol is LessThan) {
     256        stringBuilder.Append("IF((");
     257        stringBuilder.Append(FormatRecursively(node.GetSubtree(0)));
     258        stringBuilder.Append(") < (");
     259        stringBuilder.Append(FormatRecursively(node.GetSubtree(1)));
     260        stringBuilder.Append("), 1.0, -1.0)");
    205261      } else {
    206262        throw new NotImplementedException("Excel export of " + node.Symbol + " is not implemented.");
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