Parameter selection on Synthetic Dataset (|D|=1200, d=1)
0.0384L2 NormHO
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| HO2026.03 | 0.0384 | 0.2046 | 1.52 | 0.45 | |
| ESR2026.03 | 0.0391 | 0.1906 | 7.42 | 0.95 | |
| HSSL=|D|2026.03 | 0.0393 | 0.1137 | 12.26 | 0.51 | |
| LPmodified_code=release memory2026.03 | 0.0418 | 0.1249 | 1,604.03 | 76.32 | |
| BP2026.03 | 0.0423 | 0.1346 | 1,524.22 | 91.37 | |
| AIC2026.03 | 0.0439 | 0.1548 | 11.58 | 0.68 | |
| BPC_variant=C_BP from Lu et al. (2020)2026.03 | 0.0456 | 0.1164 | 886.35 | 90.97 | |
| BIC2026.03 | 0.0485 | 0.2439 | 12.5 | 0.68 | |
| ESRC_variant=C_ESR from Raskutti et al. (2014)2026.03 | 0.0566 | 0.1398 | 6.5 | 0.54 | |
| DP2026.03 | 0.0606 | 0.1635 | 6.9 | 0.51 |