Multivariate Regression on ILC1 30% (test)
0.2Mean ErrorSMART
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SMARTSource estimator=RRR2026.04 | 0.2 | 3 | 0.2 | 0.198 | 0.202 | |
| SMARTSource estimator=SRRR2026.04 | 0.2 | 3 | 0.2 | 0.198 | 0.202 | |
| SMARTSource estimator=OLS2026.04 | 0.2 | 4 | 0.2 | 0.198 | 0.202 | |
| SMARTSource estimator=Lasso2026.04 | 0.201 | 5 | 0.201 | 0.199 | 0.203 | |
| SMARTSource estimator=RSSVD2026.04 | 0.203 | 5 | 0.202 | 0.2 | 0.204 | |
| SMARTSource estimator=Ridge2026.04 | 0.203 | 4 | 0.203 | 0.201 | 0.205 | |
| SMARTSource estimator=SOFAR2026.04 | 0.211 | 2.1 | 0.204 | 0.201 | 0.215 | |
| LassoTransfer learning strategy=Target-Only2026.04 | 0.331 | 3 | 0.331 | 0.33 | 0.333 | |
| RRRTransfer learning strategy=Source-Only2026.04 | 0.331 | 4 | 0.331 | 0.328 | 0.334 | |
| SRRRTransfer learning strategy=Source-Only2026.04 | 0.332 | 4 | 0.332 | 0.329 | 0.334 | |
| RidgeTransfer learning strategy=Target-Only2026.04 | 0.336 | 4 | 0.336 | 0.332 | 0.338 | |
| RSSVDTransfer learning strategy=Source-Only2026.04 | 0.358 | 6 | 0.358 | 0.355 | 0.362 | |
| OLSTransfer learning strategy=Source-Only2026.04 | 0.358 | 2 | 0.358 | 0.357 | 0.36 | |
| SOFARTransfer learning strategy=Target-Only2026.04 | 0.36 | 1.8 | 0.297 | 0.267 | 0.355 | |
| RidgeTransfer learning strategy=Source-Only2026.04 | 0.361 | 3 | 0.361 | 0.36 | 0.363 | |
| LassoTransfer learning strategy=Source-Only2026.04 | 0.365 | 3 | 0.365 | 0.363 | 0.367 | |
| SOFARTransfer learning strategy=Source-Only2026.04 | 0.382 | 4 | 0.383 | 0.38 | 0.385 | |
| RRRTransfer learning strategy=Target-Only2026.04 | 0.41 | 2.4 | 0.307 | 0.259 | 0.478 | |
| OLSTransfer learning strategy=Target-Only2026.04 | 0.432 | 2 | 0.428 | 0.416 | 0.442 | |
| SRRRTransfer learning strategy=Target-Only2026.04 | 0.449 | 3.4 | 0.292 | 0.227 | 0.533 | |
| RSSVDTransfer learning strategy=Target-Only2026.04 | 0.464 | 3.4 | 0.309 | 0.239 | 0.489 |