Gradient boosting · Foretec

LightGBM with weather

lgbm_cov

#14of 40 ranked models
1071Elo rating
32days run live

Error over time

00.51This modelField median2 Oct 20263 Nov 20265 Oct 2026: 0.3976 Oct 2026: 0.4817 Oct 2026: 0.6308 Oct 2026: 0.5989 Oct 2026: 0.57910 Oct 2026: 0.62111 Oct 2026: 0.69512 Oct 2026: 0.74413 Oct 2026: 0.72014 Oct 2026: 0.67115 Oct 2026: 0.68316 Oct 2026: 0.69017 Oct 2026: 0.68018 Oct 2026: 0.76019 Oct 2026: 0.73620 Oct 2026: 0.72721 Oct 2026: 0.67622 Oct 2026: 0.65923 Oct 2026: 0.66324 Oct 2026: 0.66225 Oct 2026: 0.53326 Oct 2026: 0.56327 Oct 2026: 0.56628 Oct 2026: 0.55929 Oct 2026: 0.55930 Oct 2026: 0.55931 Oct 2026: 0.5341 Nov 2026: 0.5232 Nov 2026: 0.4243 Nov 2026: 0.441

Seven-day running error against repeating last week, where 1 is no better than that.

In the field

Day-ahead priceDay-ahead price: 0.298#17
WindWind: 0.158#6
SolarSolar: 0.381#6
LoadLoad: 1.110#33

Each dot is a ranked model; further left is better. The line marks repeating last week.

Rank by zone

Price
Wind
Solar
Load
BE
#20
#7
#6
#34
NL
#18
#3
#2
#34
FR
#13
#6
#7
#37
DE-LU
#16
#5
#7
#28
DK1
#13
#4
#13
#32
DK2
#12
#5
#8
#36

Bigger is a better place among the ranked models in that series.

What it sees

History
WeatherICON-EU · GFS · IFS
Load forecast
Fuel prices
Calendar