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# Verification checks (P4) — all executed 2026-10-29

# check outcome
1 Clean re-run (deleted results.json, forecasts.csv, exclusions.csv) regenerates byte-identical results.json and forecasts.csv PASS
2 forecasts.csv has 144 rows, 36 unique origins, first/last match results.json PASS
3 Chronology: first_origin < last_origin; target_date = origin_date + h months for all rows PASS
4 Actuals in ledger equal data values (empty where data missing) PASS
5 Naive forecast = latest non-missing obs dated ≤ origin (incl. origin 2025-10-01 → 2025-09 value 4.4) PASS
6 n_evaluated_h1 = n_evaluated_h3 = 35 (one missing target, 2025-10-01, per horizon) PASS
7 All RMSE > 0 and RMSE ≥ MAE PASS
8 rel_improvement = 1 − rmse_model/rmse_naive ( diff
9 Exclusion ledger: 945 − 1 − 3 = 941 = n_analysed; n_input_rows = 945 PASS
10 Magnitudes: h=3 RMSE > h=1 RMSE for both models; model forecasts within 0.1 pp of naive (AR coefficients small) PASS
11 No look-ahead: adding +3 pp to all data after 2024-12 leaves every forecast with origin ≤ 2024-12 unchanged (and changes later ones) PASS
12 SHA-256 of data/UNRATE.csv unchanged (621ff6fa…a06c) PASS (data not modified)
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