heimdall / f2_blr /MODEL_CARD.md
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f2_blr — model card

Auto-generated by tools/generate_model_cards.py on 2026-05-17.

Default configuration (out-of-box hyperparameters)

(no config.json schema; see trainer source)

Feature set (1 columns)

  • (univariate: imbalance_price_dkk_mwh_15min)

Frozen-seed results (5 seeds: 13, 42, 137, 1729, 31415)

Metric Value
Val pinball mean (DKK) 382.13 ± 0.00
Raw [q10, q90] coverage 61.33 ± 0.00%
ACI marginal coverage (target 90%) 89.24 ± 0.00%
ACI mean width (DKK) 4438.15 ± 0.00
Inference runtime (s)

Provenance

  • Trained on data/processed/dk1_panel_{train, val}.parquet (FX-corrected 2026-05-16)
  • Seeds: [13, 42, 137, 1729, 31415] (frozen project-wide)
  • Train cutoff: 2025-02-28 UTC
  • Val window: 2025-03-04 → 2025-04-30 UTC (post-EAM regime)
  • Per-seed artifacts at models/forecaster/f2_blr/seed-<n>/:
    • model.pt / model.npz — weights
    • stats.pkl — train-stat normalization (mean/std/target stats)
    • val_preds.npz — quantile predictions on val
    • metrics.json — pinball / coverage / ACI numbers
    • aci_state.json — final ACI state (α_t, buffer)