Ślad: • 12_projekt_magazyn_tmp • ekptest1

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17/11/2009 03:11

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

Accuracy

Iris ** ^^ **Wine ** ^^ | | mean | std. | mean | std. | | *EkPs60p1* | ** 22.00 6.46 ** 39.91** 11.44
** CNN** ** 81.60** :-) 11.53 ** 83.31** :-) 10.94
** DROP3** ** 90.40** :-) 8.44 ** 77.05** :-) 11.24

:-) statistically significant improvement, :-( significant degradation

Compression

Iris ** ^^ **Wine ** ^^ | | mean | std. | mean | std. | | *EkPs60p1* | ** 2.22 0.00 ** 1.87** 0.00
** CNN** ** 15.43** :-) 2.10 ** 15.49** :-) 2.41
** DROP3** ** 9.70** :-) 1.41 ** 11.77** :-) 1.60

:-) statistically significant improvement, :-( significant degradation

Rules

Iris ** ^^ **Wine ** ^^ | | mean | std. | mean | std. | | *EkPs60p1* | ** 1.00 0.00 ** 1.00** 0.00
** CNN** ** 3.73** :-) 0.94 ** 3.75** :-) 0.44
** DROP3** ** 3.00** :-) 0.00 ** 3.00** :-) 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=10

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