====== ??? ======


# 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