Classification on OpenML 72 datasets CC18 (5-fold CV)
76.2Decision AccuracyClass-Overlap
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Class-OverlapRouting=prob.2026.05 | 76.2 | 0.207 | 71.3 | 71.77 | 48 | 7 | 17 | |
| Gain-RatioRouting=prob.2026.05 | 75.83 | 0.209 | 58.2 | 71.86 | 45 | 14 | 13 | |
| Node-BootstrapRouting=h.m.2026.05 | 74.25 | 0.193 | 17.6 | 72.8 | 38 | 17 | 7 | |
| Node-BootstrapRouting=prob.2026.05 | 74.21 | 0.193 | 31.9 | 73.36 | 36 | 11 | 15 | |
| MarginRouting=prob.2026.05 | 73.97 | 0.193 | 16.7 | 72.2 | 42 | 21 | 9 | |
| Quality-PlateauRouting=prob.2026.05 | 73.37 | 0.189 | 17.4 | 72.34 | 37 | 29 | 6 | |
| CART (baseline)Routing=ref.2026.05 | 72.17 | 0.194 | 0 | 72.17 | — | — | — | |
| MarginRouting=h.m.2026.05 | 72.03 | 0.202 | 9.7 | 71.36 | 35 | 23 | 14 | |
| Quality-PlateauRouting=h.m.2026.05 | 71.28 | 0.224 | 11 | 70.5 | 35 | 27 | 10 | |
| Gain-RatioRouting=h.m.2026.05 | 70.15 | 0.238 | 27.1 | 68.38 | 33 | 16 | 23 | |
| Class-OverlapRouting=h.m.2026.05 | 67.85 | 0.28 | 32.9 | 63.5 | 36 | 9 | 27 |