Classification on COMPAS (Accuracy)
73.8AccuracyRF
Evaluation results
| Method | Links | |
|---|---|---|
| RF#samples=12381, #features=1802022.06 | 73.8 | |
| DS-OPT#samples=12381, #features=1802022.06 | 73.3 | |
| RIPPER#samples=12381, #features=1802022.06 | 72.3 | |
| CART#samples=12381, #features=1802022.06 | 72.2 | |
| BRS#samples=12381, #features=1802022.06 | 70.7 | |
| PBLNN2024.04 | 69.4 | |
| LMN2024.04 | 69.3 | |
| SMNN2024.04 | 69.3 | |
| GAMICategory=GA2M, Protocol=5-fold CV2026.02 | 68.6 | |
| CALMCategory=CALM, Protocol=5-fold CV2026.02 | 68.4 | |
| EB2MCategory=GA2M, Protocol=5-fold CV2026.02 | 68.4 | |
| NAMCategory=GAM, Protocol=5-fold CV2026.02 | 68.2 | |
| EBMCategory=GAM, Protocol=5-fold CV2026.02 | 68.1 | |
| NODECategory=GA2M, Protocol=5-fold CV2026.02 | 66.7 | |
| XGBCategory=BB, Protocol=5-fold CV2026.02 | 66.1 |