| Dataset | Training + Validation Examples | Accuracy (%) | G-measure | ||||||||
| NB | ID3 | MLP | ECL | NB | ID3 | MLP | ECL | ||||
| Avg ± sd | Max | Avg ± sd | Max | ||||||||
| Parity-1 | 64 + 64 | 50.0 | 50.0 | 50.0 | 66.6 ± 6.64 | 75.0 | 0.000 | 0.000 | 0.000 | 0.666 ± 0.066 | 0.750 |
| Parity-2 | 60 + 4 | 50.0 | 50.0 | 50.0 | 3.8 ± 8.93 | 25.0 | 0.000 | 0.000 | 0.000 | 0.000 ± 0.000 | 0.000 |