Overall Performance Ranking on 37 datasets
1.269Combined ScoreBest-of-3
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Best-of-3cross-validation=5-fold2026.05 | 1.269 | 7.95 | 1 | |
| LR / Ridgecross-validation=5-fold2026.05 | 1.455 | 6.35 | 4 | |
| Basic MLPcross-validation=5-fold2026.05 | 1.483 | 6.31 | 1 | |
| NeuroSymcross-validation=5-fold2026.05 | 1.489 | 6.77 | 0 | |
| Random Forestcross-validation=5-fold2026.05 | 1.541 | 5.22 | 1 | |
| KAN-likecross-validation=5-fold2026.05 | 1.558 | 5.65 | 2 | |
| Grad. Boostingcross-validation=5-fold2026.05 | 1.591 | 5.27 | 1 | |
| Tuned MLPcross-validation=5-fold2026.05 | 1.594 | 4.64 | 0 | |
| CatBoostcross-validation=5-fold2026.05 | 1.616 | 3.74 | 5 | |
| Soft Learningcross-validation=5-fold2026.05 | 1.642 | 3.11 | 12 |