Regression on Electricity
0.057RMSEC-Mixup
Evaluation results
| Method | Links | ||
|---|---|---|---|
| C-Mixup2022.10 | 0.057 | 13.372 | |
| C-Mixupnumber of seeds=32022.10 | 0.057 | 13.372 | |
| k-Mixup2022.10 | 0.0575 | 14.134 | |
| k-Mixupnumber of seeds=32022.10 | 0.0575 | 14.134 | |
| ERM2022.10 | 0.0581 | 13.861 | |
| ERMnumber of seeds=32022.10 | 0.0581 | 13.861 | |
| Local Mixup2022.10 | 0.0582 | 14.245 | |
| Local Mixupnumber of seeds=32022.10 | 0.0582 | 14.245 | |
| Mani mixup2022.10 | 0.0583 | 14.556 | |
| Mani mixupnumber of seeds=32022.10 | 0.0583 | 14.556 | |
| mixup2022.10 | 0.0585 | 14.306 | |
| MixRL2022.10 | 0.0585 | 14.417 | |
| mixupnumber of seeds=32022.10 | 0.0585 | 14.306 | |
| MixRLnumber of seeds=32022.10 | 0.0585 | 14.417 | |
| EARCP2026.03 | 0.098 | — | |
| Hedge2026.03 | 0.107 | — | |
| Offline MoE2026.03 | 0.109 | — | |
| Stacking2026.03 | 0.112 | — | |
| Equal Weighting2026.03 | 0.118 | — | |
| Best Single Expert2026.03 | 0.124 | — | |
| Random Forest2026.02 | 0.527 | — | |
| BaselineType=Mean value2026.02 | 0.554 | — | |
| ARFBase Tree=Hoeffding2026.02 | 0.565 | — | |
| GBDT2026.02 | 0.572 | — | |
| ARFBase Tree=FastODT2026.02 | 0.572 | — | |
| IncubationBoost2026.02 | 0.583 | — | |
| Hoeffding Tree2026.02 | 0.591 | — | |
| FastODT2026.02 | 0.592 | — |