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03 — models

Models

This page is the live inventory: which model is primary, which zones get LightGBM, and how they score. Pipeline design and evaluation rules live on Methodology.

Primary model

LightGBM

DE-LU · 6 models in primary stack

Zones with paths

31

map + forecast paths

LightGBM zones

14

others use baselines

01 — zones

Zone coverage

From the published zone index — not bundled curves.

ZonePrimaryLightGBM
AustriaATLightGBMyes
BelgiumBELightGBMyes
BulgariaBGLightGBMyes
SwitzerlandCHLightGBMyes
CzechiaCZLightGBMyes
Germany–LuxembourgDE-LULightGBMyes
Denmark West (DK1)DK-1LightGBMyes
Denmark East (DK2)DK-2LightGBMyes
EstoniaEELightGBMyes
SpainESLightGBMyes
FinlandFILightGBMyes
FranceFRLightGBMyes
GreeceGRLightGBMyes
CroatiaHRLightGBMyes
HungaryHUSeasonal naivebaseline
Ireland (SEM)IE-SEMSeasonal naivebaseline
Italy NorthIT-NORDSeasonal naivebaseline
LithuaniaLTSeasonal naivebaseline
LatviaLVSeasonal naivebaseline
NetherlandsNLSeasonal naivebaseline
Norway NO1NO-1Seasonal naivebaseline
Norway NO2NO-2Seasonal naivebaseline
PolandPLSeasonal naivebaseline
PortugalPTSeasonal naivebaseline
RomaniaROSeasonal naivebaseline
Sweden SE1SE-1Seasonal naivebaseline
Sweden SE2SE-2Seasonal naivebaseline
Sweden SE3SE-3Seasonal naivebaseline
Sweden SE4SE-4Seasonal naivebaseline
SloveniaSISeasonal naivebaseline
SlovakiaSKSeasonal naivebaseline

02 — stack

Primary stack curves

Next-day path on the primary bidding zone only. (DE-LU)

00 — baseline

Seasonal naive (168h)

Weekly copy — hard industry floor.

€116.4

details

seasonal_naive_168 · v0.1.0 · DE-LU

01 — baseline

Hour-of-week mean

Empirical (weekday × hour) profile.

€99.3

details

hour_of_week · v0.1.0 · DE-LU

02 — primaryPrimary model

LightGBM (multi-horizon)

Direct multi-horizon trees — primary multi-zone scorer.

€113.1

details

lgbm_mh · lgbm_mh_v5_fund · DE-LU

03 — classical

SARIMAX (+ calendar exog)

Seasonal ARIMA core on the primary zone.

€121.1

details

sarimax · sarimax_v2_exog · DE-LU

04 — gallery

Prophet

Additive trend + weekly/daily seasonality.

€115.9

details

prophet · prophet_v1 · DE-LU

05 — gallery

LSTM sequence model

168h sequence → next-day path (gallery).

€131.8

details

lstm · lstm_v1 · DE-LU

Research / portfolio demo only. Not trading advice. Prices via ENTSO-E Transparency (day-ahead).