Regression on UCI-DIR Real Estate (test)
0.278MAE (All)SRL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SRL2025.03 | 0.278 | 0.262 | 0.296 | 0.287 | |
| SRLArchitecture=MLP (d-20-30-10-1)2025.03 | 0.28 | 0.26 | 0.3 | 0.29 | |
| VANILLA2025.03 | 0.326 | 0.273 | 0.376 | 0.365 | |
| VANILLAArchitecture=MLP (d-20-30-10-1)2025.03 | 0.33 | 0.27 | 0.38 | 0.37 | |
| BalancedMSE2025.03 | 0.337 | 0.313 | 0.398 | 0.326 | |
| Ordinal Entropy2025.03 | 0.339 | 0.286 | 0.421 | 0.351 | |
| BalancedMSEArchitecture=MLP (d-20-30-10-1)2025.03 | 0.34 | 0.31 | 0.4 | 0.33 | |
| Ordinal EntropyArchitecture=MLP (d-20-30-10-1)2025.03 | 0.34 | 0.29 | 0.42 | 0.35 | |
| LDS + FDS2025.03 | 0.346 | 0.325 | 0.4 | 0.335 | |
| LDS + FDSArchitecture=MLP (d-20-30-10-1)2025.03 | 0.35 | 0.33 | 0.4 | 0.34 | |
| RankSimArchitecture=MLP (d-20-30-10-1)2025.03 | 0.37 | 0.34 | 0.38 | 0.4 | |
| RankSim2025.03 | 0.373 | 0.343 | 0.381 | 0.397 |