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Electricity load forecasting on French electricity-load 2019-2021 (Lockdown)
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998.8
RMSE
Per-regime best EWLS (hindsight)
910.7
1,505.375
2,100.05
2,694.725
May 7, 2026
RMSE
RMSE Reduction (MW)
RMSE Reduction (%)
Updated 26d ago
Evaluation Results
Method
Method
Links
RMSE
RMSE Reduction (MW)
RMSE Reduction (%)
Per-regime best EWLS (hindsight)
Regime length (days)=5...
2026.05
998.8
-
-
MLpol on EWLS only
Regime length (days)=56
2026.05
1,073.6
-
-
MELO (Base+EWLS)
Regime length (days)=5...
2026.05
1,086.1
1,366.6
55.7
TabICL (online, +GRI)
Regime length (days)=5...
2026.05
1,132.6
-
-
Best single EWLS (γ = 0.9986, hindsight)
Regime length (days)=5...
2026.05
1,168.3
-
-
MLpol on Base only
Regime length (days)=56
2026.05
2,452.7
-
-
TabICL (online)
Regime length (days)=5...
2026.05
2,943.6
-
-
GAM (best static overall)
Regime length (days)=56
2026.05
3,201.3
-
-
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