Classification on Pima (5-fold cross-validation)
77AccuracyAtomic forests
Evaluation results
| Method | Links | |
|---|---|---|
| Atomic forestsN=768, d=8, Config=depth-1 (L2)2026.05 | 77 | |
| FGACross-validation=5-fold2025.12 | 74.68 | |
| XGBoostN=768, d=8, Config=depth-1 (L2)2026.05 | 74.1 | |
| FRRCross-validation=5-fold2025.12 | 72.59 | |
| RIPPERCross-validation=5-fold2025.12 | 70.08 | |
| C4.5Cross-validation=5-fold2025.12 | 69.41 | |
| CARTCross-validation=5-fold2025.12 | 69.15 | |
| FGRTCross-validation=5-fold, Partitioning Strategy=Default quantile2025.12 | 65.1 | |
| FGRT*Cross-validation=5-fold, Partitioning Strategy=Optimized separability-based2025.12 | 65.1 |