Table 4 LDC for tabular datasets
Dataset | Classifier | ff.ldc | c.ldc | dc.ldc | Best |
|---|---|---|---|---|---|
Iris | SVM | 65.3 | 6.7 | 2.7 | dc |
Iris | NNET | 65.3 | 83.0 | 1.3 | dc |
Iris | RPART | 65.3 | 3.3 | 1.7 | dc |
Cleveland | SVM | 24.2 | 39.8 | 14.5 | dc |
Cleveland | NNET | 24.2 | 16.2 | 10.5 | dc |
Cleveland | RPART | 24.2 | 17.7 | 13.2 | dc |
Poker | SVM | 200.4 | 250.9 | 98.2 | dc |
Poker | NNET | 200.4 | 311.6 | 114.2 | dc |
Poker | RPART | 200.4 | 326.5 | 168.4 | dc |
Satlog | SVM | 107.0 | 34.1 | 9.6 | dc |
Satlog | NNET | 107.0 | 24.4 | 15.9 | dc |
Satlog | RPART | 107.0 | 16.0 | 11.4 | dc |
Vowels | SVM | 88.6 | 31.3 | 26.3 | dc |
Vowels | NNET | 88.6 | 27.3 | 24.3 | dc |
Vowels | RPART | 88.6 | 31.6 | 39.9 | c |