Electricity load forecasting on French electricity-load 2019-2021 (Post-lockdown)
573.6RMSEPer-regime best EWLS (hindsight)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Per-regime best EWLS (hindsight)Regime length (days)=249, Hindsight (non-deployable protocol)=true2026.05 | 573.6 | — | — | |
| MELO (Base+EWLS)Regime length (days)=249, Online processing=true2026.05 | 579.3 | 327.8 | 36.1 | |
| MLpol on EWLS onlyRegime length (days)=2492026.05 | 584.1 | — | — | |
| Best single EWLS (γ = 0.9986, hindsight)Regime length (days)=249, Hindsight (non-deployable protocol)=true2026.05 | 585.4 | — | — | |
| TabICL (online)Regime length (days)=249, Online processing=true2026.05 | 687.4 | — | — | |
| TabICL (online, +GRI)Regime length (days)=249, Online processing=true, Regime-informed covariates (+GRI)=true2026.05 | 699.5 | — | — | |
| MLpol on Base onlyRegime length (days)=2492026.05 | 907 | — | — | |
| GAM (best static overall)Regime length (days)=2492026.05 | 1,076.2 | — | — |