Model/tests/domain/epc_prediction
Khalim Conn-Kowlessar 027ee1fba3 refactor(epc-prediction): extract shared leave-one-out scorer + corpus loader (ADR-0030)
"One scorer, two harnesses" (ADR-0030): the committed gate, the local script,
and the future battle-test must run the *same* scoring. Extract it:

- domain/epc_prediction/validation.py — `iter_predictions` (the single
  leave-one-out orchestration: latest-per-address hold-out, SAP-10.2 target
  filter, all-vintage source) + `evaluate_component_accuracy` (calculator-free
  ComponentAccuracy aggregation, the primary signal). Unit-tested.
- harness/epc_prediction_corpus.py — `load_corpus(dir)` IO: corpus dir ->
  Comparable cohorts (maps payloads, carries address + registration_date).

validate_epc_prediction.py now just loads + calls the scorer for the component
section and iterates iter_predictions for the calculator-floored end-to-end.
Identical numbers (181 targets, SAP MAE 6.34) — behaviour-preserving.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-14 09:12:08 +00:00
..
__init__.py feat(epc-prediction): Comparable Properties selection ladder (ADR-0029) 2026-06-13 23:44:57 +00:00
test_comparable_properties.py fix(epc-prediction): dedupe re-lodgements + leak-free leave-one-out (ADR-0029) 2026-06-14 00:40:23 +00:00
test_epc_prediction.py feat(epc-prediction): cohort-mode the roof/floor/insulation/age categoricals (ADR-0029) 2026-06-14 00:31:16 +00:00
test_prediction_comparison.py feat(epc-prediction): complete component coverage — fabric/glazing/renewables/doors (ADR-0030) 2026-06-14 09:00:30 +00:00
test_validation.py refactor(epc-prediction): extract shared leave-one-out scorer + corpus loader (ADR-0030) 2026-06-14 09:12:08 +00:00