Feature Importance

Random Forest — top 7 weather features per target (80/20 train/test split)

Electricity Demand

R² = 0.56 — weather explains 56% of variance

Electricity Price

R² = 0.64 — weather explains 64% of variance

Wind Onshore Generation

R² = 0.581 — weather explains 58% of variance

Residual Load

R² = 0.493 — weather explains 49% of variance