| Dataset | Training + Validation Examples | Accuracy (%) | G-measure | ||||||||
| NB | ID3 | MLP | ECL | NB | ID3 | MLP | ECL | ||||
| Avg ± sd | Max | Avg ± sd | Max | ||||||||
| Credit | 16 + 11 | 15.5 | 27.3 | 63.6 | 81.8 ± 12.543 | 100.0 | 0.000 | 0.000 | 0.577 | 0.780 ± 0.164 | 1.000 |
| Mutex | 28 + 32 | 81.3 | 90.6 | 96.9 | 90.6 ± 0.000 | 90.6 | 0.000 | 0.760 | 0.981 | 0.760 ± 0.000 | 0.760 |
| Symmetry | 3277 + 819 | 99.3 | 97.8 | 99.6 | 99.9 ± 0.210 | 100.0 | 0.000 | 0.405 | 0.707 | 0.972 ± 0.058 | 1.000 |