Electricity load forecasting on French electricity-load 2019-2021 (Lockdown)
998.8RMSEPer-regime best EWLS (hindsight)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Per-regime best EWLS (hindsight)Regime length (days)=56, Hindsight (non-deployable protocol)=true2026.05 | 998.8 | — | — | |
| MLpol on EWLS onlyRegime length (days)=562026.05 | 1,073.6 | — | — | |
| MELO (Base+EWLS)Regime length (days)=56, Online processing=true2026.05 | 1,086.1 | 1,366.6 | 55.7 | |
| TabICL (online, +GRI)Regime length (days)=56, Online processing=true, Regime-informed covariates (+GRI)=true2026.05 | 1,132.6 | — | — | |
| Best single EWLS (γ = 0.9986, hindsight)Regime length (days)=56, Hindsight (non-deployable protocol)=true2026.05 | 1,168.3 | — | — | |
| MLpol on Base onlyRegime length (days)=562026.05 | 2,452.7 | — | — | |
| TabICL (online)Regime length (days)=56, Online processing=true2026.05 | 2,943.6 | — | — | |
| GAM (best static overall)Regime length (days)=562026.05 | 3,201.3 | — | — |