Table 4.
Accuracy obtained by the top 12 classifiers.
| Classifier | Accuracy | 
|---|---|
| AttributeSelectedClassifier | 95.89 | 
| Baggin | 91.65 | 
| BFTree | 93.47 | 
| ClassBalancedND | 94.15 | 
| DataNearBalancedND | 94.09 | 
| Decorat | 97.56 | 
| DTNB | 89.4 | 
| END | 96.61 | 
| FilteredClassifie | 89.41 | 
| Ibk | 97.71 | 
| J48 | 96.31 | 
| J48graft | 96.32 | 
| Jrip | 91.4 | 
| Kstar | 97.29 | 
| NBTre | 96.67 | 
| ND | 93.55 | 
| Nnge | 98.18 | 
| OrdinalClassClassifier | 91.2 | 
| PAR | 96.62 | 
| RandomCommitte | 97.64 | 
| RandomForest | 97.64 | 
| RandomSubSpace | 95.39 | 
| RandomTree | 97.62 | 
| Ridor | 90.83 | 
| RotationForest | 96.8 | 
| SimpleCar | 95.65 |