Regression on Wine Quality (test)
0.439MSERF
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RF2022.09 | 0.439 | — | — | |
| SVM2022.09 | 0.457 | — | — | |
| XGB2022.09 | 0.465 | — | — | |
| SIANK=52022.09 | 0.484 | — | — | |
| DNN2022.09 | 0.495 | — | — | |
| SIANK=22022.09 | 0.497 | — | — | |
| SIANK=32022.09 | 0.497 | — | — | |
| GA2M EBM2022.09 | 0.498 | — | — | |
| RMAVEd*=8, Time (s)=600.22026.05 | 0.498 | — | — | |
| SMAVEd*=8, Time (s)=0.22026.05 | 0.511 | — | — | |
| PCAd*=8, Time (s)=< 0.12026.05 | 0.515 | — | — | |
| NODE-GA2M2022.09 | 0.521 | — | — | |
| OPGd*=8, Time (s)=1.42026.05 | 0.521 | — | — | |
| SIANK=12022.09 | 0.551 | — | — | |
| LASSO2022.09 | 0.575 | — | — | |
| Huber LossTrials=50, Loss Function=Huber Loss2026.06 | — | 0.1985 | 0.1698 | |
| Log CoshTrials=50, Loss Function=Log Cosh2026.06 | — | 0.1878 | 0.1591 | |
| MSETrials=50, Loss Function=MSE2026.06 | — | 0.2108 | 0.1824 | |
| SMAETrials=50, Loss Function=SMAE2026.06 | — | 0.1788 | 0.15 | |
| SRLTrials=50, Loss Function=SRL2026.06 | — | 0.1619 | 0.1338 |