Edytuj stronę Odnośniki Fold/unfold all ODT export Ta strona jest tylko do odczytu. Możesz wyświetlić źródła tej strony ale nie możesz ich zmienić. ====== Instance Selection + C4.5 on Credit rating ====== # 17/11/2009 18:11 Test description: Crosvalidation test 10x10 Normalization [-1,1] Vector Selection Classification=C45 C45 Configuration: BinarySplits=False ConfidenceFactor=0.25 MinNumObj=2 NumFolds=3 ReducedErrorPruning=False Unpruned=False =====Credit rating===== ^ ^ **Accuracy** ^^ **Compression** ^^ **Rules** ^^ | | mean | std. | mean | std. | mean | std. | | ** C4.5** | ** 84.16** | 3.99 | **100.00** | 0.00 | ** 29.96** | 3.43 | | **EkPs60p1** | ** 55.51** :-( | 5.68 | ** 0.32** :-( | 0.00 | ** 1.00** :-( | 0.00 | | **EkPs60p3** | ** 85.51** | 3.80 | ** 0.97** :-( | 0.00 | ** 2.00** :-( | 0.00 | | **EkPs60p5** | ** 85.36** | 3.86 | ** 1.61** :-( | 0.00 | ** 2.11** :-( | 0.35 | | **EkPs60p10** | ** 85.20** | 4.31 | ** 3.22** :-( | 0.00 | ** 3.65** :-( | 0.74 | | ** CNN** | ** 73.83** :-( | 5.37 | ** 33.85** :-( | 1.36 | ** 24.35** :-( | 2.83 | | ** DROP3** | ** 80.97** | 5.96 | ** 5.91** :-( | 0.89 | ** 3.90** :-( | 1.46 | | ** DROP5** | ** 78.64** | 8.34 | ** 7.50** :-( | 1.19 | ** 6.53** :-( | 1.92 | | ** ENRBF** | ** 71.17** :-( | 11.51 | ** 4.32** :-( | 0.71 | ** 4.22** :-( | 1.12 | | ** ENN** | ** 85.38** | 3.99 | ** 90.43** :-( | 0.49 | ** 14.70** :-( | 2.04 | | ** ICF** | ** 83.16** | 4.62 | ** 22.19** :-( | 2.10 | ** 11.36** :-( | 1.71 | | ** GE** | ** 84.29** | 4.08 | ** 99.23** :-( | 0.30 | ** 30.26** | 3.24 | | ** RNGE** | ** 80.93** :-( | 4.49 | ** 47.66** :-( | 1.25 | ** 25.18** :-( | 3.58 | | ** RMHC** | ** 55.51** :-( | 5.68 | ** 0.32** :-( | 0.00 | ** 1.00** :-( | 0.00 | | ** MC** | ** 55.51** :-( | 5.68 | ** 0.32** :-( | 0.00 | ** 1.00** :-( | 0.00 | :-) statistically significant improvement, :-( significant degradation EkPs60p1 Configuration: Classifier=C45 PostClassifier=C45 CostTolerance=1E-16 MaxNumCostCalls=300 MaxSimplexIters=200 NumFolds=-1 NumProtoPerClass=1 NumSimplexPoints=60 EkPs60p3 Configuration: Classifier=C45 PostClassifier=C45 CostTolerance=1E-16 MaxNumCostCalls=300 MaxSimplexIters=200 NumFolds=-1 NumProtoPerClass=3 NumSimplexPoints=60 EkPs60p5 Configuration: Classifier=C45 PostClassifier=C45 CostTolerance=1E-16 MaxNumCostCalls=300 MaxSimplexIters=200 NumFolds=-1 NumProtoPerClass=5 NumSimplexPoints=60 EkPs60p10 Configuration: Classifier=C45 PostClassifier=C45 CostTolerance=1E-16 MaxNumCostCalls=300 MaxSimplexIters=200 NumFolds=-1 NumProtoPerClass=10 NumSimplexPoints=60 CNN Configuration: Classifier=kNN k=3, Metric=Intemi.Metric.SquareEuclidean DROP3 Configuration: Classifier=kNN k=3, Metric=Intemi.Metric.SquareEuclidean Order=EnemyDistance ENN=True IncludePruned=True DROP5 Configuration: Classifier=kNN k=3, Metric=Intemi.Metric.SquareEuclidean Order=EnemyDistanceAndReverse ENN=False IncludePruned=True ENRBF Configuration: Sigma=0.5 Strenght=0.05 RemoveNoise=True Tolerance=0.95 Metric=Intemi.Metric.SquareEuclidean ENN Configuration: Classifier=kNN k=3, Metric=Intemi.Metric.SquareEuclidean Repeated=False ICF Configuration: Metric=Intemi.Metric.SquareEuclidean Filter=(ENN using kNN k=3) GE Configuration: Metric=Intemi.Metric.SquareEuclidean MeighboursType=Gabriel RNGE Configuration: Metric=Intemi.Metric.SquareEuclidean MeighboursType=Relative RMHC Configuration: Classifier=kNN k=1, Metric=Intemi.Metric.SquareEuclidean Search=randomMutation Mutations=1000 MC Configuration: Classifier=kNN k=1, Metric=Intemi.Metric.SquareEuclidean Search=monteCarlo Mutations=1000