Electricity load forecasting on French electricity-load Pre-lockdown 2019-2021
623.1RMSEMELO (Base+EWLS)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MELO (Base+EWLS)Regime length (days)=441, Online processing=true2026.05 | 623.1 | 67.4 | 9.8 | |
| MLpol on EWLS onlyRegime length (days)=4412026.05 | 653.9 | — | — | |
| Per-regime best EWLS (hindsight)Regime length (days)=441, Hindsight (non-deployable protocol)=true2026.05 | 656.2 | — | — | |
| Best single EWLS (γ = 0.9986, hindsight)Regime length (days)=441, Hindsight (non-deployable protocol)=true2026.05 | 657.9 | — | — | |
| TabICL (online, +GRI)Regime length (days)=441, Online processing=true, Regime-informed covariates (+GRI)=true2026.05 | 668 | — | — | |
| TabICL (online)Regime length (days)=441, Online processing=true2026.05 | 670.3 | — | — | |
| MLpol on Base onlyRegime length (days)=4412026.05 | 690.5 | — | — | |
| GAM (best static overall)Regime length (days)=4412026.05 | 946.6 | — | — |