Path loss modeling on CI model Synthetic
0.37MAEKAN [4,4,1]
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| KAN [4,4,1]Architecture=[4,4,1], Input normalization=true, Auto-symbolic=false2025.05 | 0.37 | 1.32 | 0.29 | 100 | — | — | |
| TabNet2025.05 | 2.21 | 11.44 | 1.54 | 99 | — | — | |
| KAN [4,4,1]Architecture=[4,4,1], Input normalization=true, Auto-symbolic=true2025.05 | 3.39 | 24.55 | 2.27 | 98 | — | — | |
| ResNet-MLP2025.05 | 3.59 | 32.99 | 2.56 | 97 | — | — | |
| DSR-PQTExpression type=Symbolic2025.05 | 10.4 | 178.09 | 6.81 | 83 | — | — | |
| DSR-RSPGExpression type=Symbolic2025.05 | 13.15 | 296.77 | 8.63 | 72 | — | — | |
| DSR-VPGExpression type=Symbolic2025.05 | 14.52 | 336.7 | 9.52 | 68 | — | — |