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Electricity load forecasting on French electricity-load 2019-2021 (Overall)

655.8RMSEMELO (Base+EWLS)
630.1803.575977.051,150.525May 7, 2026

Evaluation results

MethodLinks
MELO (Base+EWLS)Regime length (days)=746, Online processing=true2026.05655.8348.334.7
Per-regime best EWLS (hindsight)Regime length (days)=746, Hindsight (non-deployable protocol)=true2026.05662.8——
MLpol on EWLS onlyRegime length (days)=7462026.05673.2——
Best single EWLS (γ = 0.9986, hindsight)Regime length (days)=746, Hindsight (non-deployable protocol)=true2026.05687.5——
TabICL (online, +GRI)Regime length (days)=746, Online processing=true, Regime-informed covariates (+GRI)=true2026.05723.4——
MLpol on Base onlyRegime length (days)=7462026.051,004——
TabICL (online)Regime length (days)=746, Online processing=true2026.051,036.2——
GAM (best static overall)Regime length (days)=7462026.051,298.3——