Changeset 5260 for trunk/sources/HeuristicLab.Problems.DataAnalysis.Regression

Timestamp:

01/08/11 17:46:48 (13 years ago)

Author:

gkronber

Message:

Added overfitting analyzer to default operators of symbolic regression problems to make sure it also works correctly in cross-validation. #1356

File:

• trunk/sources/HeuristicLab.Problems.DataAnalysis.Regression/3.3/Symbolic/SymbolicRegressionProblem.cs (modified) (2 diffs)

trunk/sources/HeuristicLab.Problems.DataAnalysis.Regression/3.3/Symbolic/SymbolicRegressionProblem.cs

@@ -147 +147 @@
     private void InitializeOperators() {
       AddOperator(new FixedValidationBestScaledSymbolicRegressionSolutionAnalyzer());
+      AddOperator(new SymbolicRegressionOverfittingAnalyzer());
       ParameterizeAnalyzers();
     }
@@ -160 +161 @@
       foreach (var analyzer in Analyzers) {
         analyzer.SymbolicExpressionTreeParameter.ActualName = SolutionCreator.SymbolicExpressionTreeParameter.ActualName;
+        var validationSolutionAnalyzer = analyzer as SymbolicRegressionValidationAnalyzer;
+        if (validationSolutionAnalyzer != null) {
+          validationSolutionAnalyzer.ProblemDataParameter.ActualName = DataAnalysisProblemDataParameter.Name;
+          validationSolutionAnalyzer.UpperEstimationLimitParameter.ActualName = UpperEstimationLimitParameter.Name;
+          validationSolutionAnalyzer.LowerEstimationLimitParameter.ActualName = LowerEstimationLimitParameter.Name;
+          validationSolutionAnalyzer.SymbolicExpressionTreeInterpreterParameter.ActualName = SymbolicExpressionTreeInterpreterParameter.Name;
+          validationSolutionAnalyzer.SymbolicExpressionTreeParameter.ActualName = SolutionCreator.SymbolicExpressionTreeParameter.ActualName;
+          validationSolutionAnalyzer.ValidationSamplesStartParameter.Value = ValidationSamplesStart;
+          validationSolutionAnalyzer.ValidationSamplesEndParameter.Value = ValidationSamplesEnd;
+        }
+
         var fixedBestValidationSolutionAnalyzer = analyzer as FixedValidationBestScaledSymbolicRegressionSolutionAnalyzer;
         if (fixedBestValidationSolutionAnalyzer != null) {
-          fixedBestValidationSolutionAnalyzer.ProblemDataParameter.ActualName = DataAnalysisProblemDataParameter.Name;
-          fixedBestValidationSolutionAnalyzer.UpperEstimationLimitParameter.ActualName = UpperEstimationLimitParameter.Name;
-          fixedBestValidationSolutionAnalyzer.LowerEstimationLimitParameter.ActualName = LowerEstimationLimitParameter.Name;
-          fixedBestValidationSolutionAnalyzer.SymbolicExpressionTreeInterpreterParameter.ActualName = SymbolicExpressionTreeInterpreterParameter.Name;
-          fixedBestValidationSolutionAnalyzer.SymbolicExpressionTreeParameter.ActualName = SolutionCreator.SymbolicExpressionTreeParameter.ActualName;
-          fixedBestValidationSolutionAnalyzer.ValidationSamplesStartParameter.Value = ValidationSamplesStart;
-          fixedBestValidationSolutionAnalyzer.ValidationSamplesEndParameter.Value = ValidationSamplesEnd;
           fixedBestValidationSolutionAnalyzer.BestKnownQualityParameter.ActualName = BestKnownQualityParameter.Name;
         }