- Timestamp:
- 01/12/09 19:09:40 (16 years ago)
- Location:
- branches/CEDMA-Refactoring-Ticket419
- Files:
-
- 3 edited
Legend:
- Unmodified
- Added
- Removed
-
branches/CEDMA-Refactoring-Ticket419/HeuristicLab.CEDMA.Server/Dispatcher.cs
r1072 r1115 120 120 StandardGP sgp = new StandardGP(); 121 121 sgp.SetSeedRandomly = true; 122 sgp.MaxGenerations = 1 ;122 sgp.MaxGenerations = 100; 123 123 sgp.PopulationSize = 1000; 124 124 sgp.Elites = 1; -
branches/CEDMA-Refactoring-Ticket419/HeuristicLab.CEDMA.Server/Executer.cs
r1072 r1115 106 106 store.Add(new Statement(modelEntity, Ontology.PredicateInstanceOf, Ontology.TypeGeneticProgrammingFunctionTree)); 107 107 store.Add(new Statement(finishedExecution.DataSetEntity, Ontology.PredicateHasModel, modelEntity)); 108 Entity targetVariableAttr = new Entity(Ontology.CedmaNameSpace + Guid.NewGuid()); 109 store.Add(new Statement(modelEntity, Ontology.PredicateModelAttribute, targetVariableAttr)); 110 store.Add(new Statement(targetVariableAttr, Ontology.PredicateModelAttributeName, new Literal("TargetVariable"))); 111 store.Add(new Statement(targetVariableAttr, Ontology.PredicateModelAttributeValue, new Literal(finishedExecution.TargetVariable))); 112 store.Add(new Statement(targetVariableAttr, Ontology.PredicateModelAttributeType, Ontology.TypeCategoricalAttribute)); 108 StoreModelAttribute(modelEntity, "TargetVariable", finishedExecution.TargetVariable); 109 Scope bestModelScope = finishedEngine.GlobalScope.GetVariableValue<Scope>("BestValidationSolution", false); 110 StoreModelAttribute(modelEntity, "TrainingMeanSquaredError", bestModelScope.GetVariableValue<DoubleData>("Quality", false).Data); 111 StoreModelAttribute(modelEntity, "ValidationMeanSquaredError", bestModelScope.GetVariableValue<DoubleData>("ValidationQuality", false).Data); 112 StoreModelAttribute(modelEntity, "TrainingMeanAbsolutePercentageError", bestModelScope.GetVariableValue<DoubleData>("TrainingMAPE", false).Data); 113 StoreModelAttribute(modelEntity, "ValidationMeanAbsolutePercentageError", bestModelScope.GetVariableValue<DoubleData>("ValidationMAPE", false).Data); 114 StoreModelAttribute(modelEntity, "TreeSize", bestModelScope.GetVariableValue<IntData>("TreeSize", false).Data); 115 StoreModelAttribute(modelEntity, "TreeHeight", bestModelScope.GetVariableValue<IntData>("TreeHeight", false).Data); 116 StoreModelAttribute(modelEntity, "EvaluatedSolutions", bestModelScope.GetVariableValue<IntData>("EvaluatedSolutions", false).Data); 117 118 byte[] serializedModel = PersistenceManager.SaveToGZip(bestModelScope.GetVariableValue("FunctionTree", false)); 119 store.Add(new Statement(modelEntity, Ontology.PredicateSerializedData, new Literal(serializedModel))); 113 120 114 Scope bestModelScope = finishedEngine.GlobalScope.GetVariableValue<Scope>("BestValidationSolution", false); 115 double validationMape = bestModelScope.GetVariableValue<DoubleData>("ValidationMAPE", false).Data; 116 Entity validationMapeAttr = new Entity(Ontology.CedmaNameSpace + Guid.NewGuid()); 117 store.Add(new Statement(modelEntity, Ontology.PredicateModelAttribute, validationMapeAttr)); 118 store.Add(new Statement(validationMapeAttr, Ontology.PredicateModelAttributeName, new Literal("ValidationMeanAbsolutePercentageError"))); 119 store.Add(new Statement(validationMapeAttr, Ontology.PredicateModelAttributeValue, new Literal(validationMape))); 120 store.Add(new Statement(validationMapeAttr, Ontology.PredicateModelAttributeType, Ontology.TypeOrdinalAttribute)); 121 } 122 123 private void StoreModelAttribute(Entity model, string name, object value) { 124 Entity attr = new Entity(Ontology.CedmaNameSpace + Guid.NewGuid()); 125 store.Add(new Statement(model, Ontology.PredicateModelAttribute, attr)); 126 store.Add(new Statement(attr, Ontology.PredicateModelAttributeName, new Literal(name))); 127 store.Add(new Statement(attr, Ontology.PredicateModelAttributeValue, new Literal(value))); 128 store.Add(new Statement(attr, Ontology.PredicateModelAttributeType, Ontology.TypeOrdinalAttribute)); 121 129 } 122 130 } -
branches/CEDMA-Refactoring-Ticket419/HeuristicLab.GP.StructureIdentification/StandardGP.cs
r1074 r1115 332 332 solutionStorer.GetVariableInfo("BestSolution").ActualName = "BestValidationSolution"; 333 333 SequentialProcessor bestSolutionProcessor = new SequentialProcessor(); 334 MeanAbsolutePercentageErrorEvaluator mapeEvaluator = new MeanAbsolutePercentageErrorEvaluator();335 mapeEvaluator.Name = "ValidationMapeEvaluator";336 mapeEvaluator.GetVariableInfo("MAPE").ActualName = "ValidationMAPE";337 mapeEvaluator.GetVariableInfo("SamplesStart").ActualName = "ValidationSamplesStart";338 mapeEvaluator.GetVariableInfo("SamplesEnd").ActualName = "ValidationSamplesEnd";339 CoefficientOfDeterminationEvaluator r2Evaluator = new CoefficientOfDeterminationEvaluator();340 r2Evaluator.Name = "ValidationR2Evaluator";341 r2Evaluator.GetVariableInfo("R2").ActualName = "ValidationR2";342 r2Evaluator.GetVariableInfo("SamplesStart").ActualName = "ValidationSamplesStart";343 r2Evaluator.GetVariableInfo("SamplesEnd").ActualName = "ValidationSamplesEnd";334 MeanAbsolutePercentageErrorEvaluator trainingMapeEvaluator = new MeanAbsolutePercentageErrorEvaluator(); 335 trainingMapeEvaluator.Name = "ValidationMapeEvaluator"; 336 trainingMapeEvaluator.GetVariableInfo("MAPE").ActualName = "TrainingMAPE"; 337 trainingMapeEvaluator.GetVariableInfo("SamplesStart").ActualName = "TrainingSamplesStart"; 338 trainingMapeEvaluator.GetVariableInfo("SamplesEnd").ActualName = "TrainingSamplesEnd"; 339 MeanAbsolutePercentageErrorEvaluator validationMapeEvaluator = new MeanAbsolutePercentageErrorEvaluator(); 340 validationMapeEvaluator.Name = "ValidationMapeEvaluator"; 341 validationMapeEvaluator.GetVariableInfo("MAPE").ActualName = "ValidationMAPE"; 342 validationMapeEvaluator.GetVariableInfo("SamplesStart").ActualName = "ValidationSamplesStart"; 343 validationMapeEvaluator.GetVariableInfo("SamplesEnd").ActualName = "ValidationSamplesEnd"; 344 344 ProgrammableOperator progOperator = new ProgrammableOperator(); 345 345 progOperator.RemoveVariableInfo("Result"); … … 350 350 "; 351 351 solutionStorer.AddSubOperator(bestSolutionProcessor); 352 bestSolutionProcessor.AddSubOperator( mapeEvaluator);353 bestSolutionProcessor.AddSubOperator( r2Evaluator);352 bestSolutionProcessor.AddSubOperator(trainingMapeEvaluator); 353 bestSolutionProcessor.AddSubOperator(validationMapeEvaluator); 354 354 bestSolutionProcessor.AddSubOperator(progOperator); 355 355 return solutionStorer;
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