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Stabilize near-gate regional sampling
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Jens
2026-07-29 21:24:50 +02:00
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@@ -11944,6 +11944,12 @@ Verified:
unique train tile and all protected-split exclusions.
- `py -3 -m pytest -q backend/tests/test_failure_driven_yolo_sampling.py backend/tests/test_belgium_training_loop.py`
(`20 passed`).
- Iteration 3 raised aggregate calibration F1 to `0.605`, passed Brussels and
every Wallonia gate, and isolated the remaining blocker to Flanders. When
iteration 4 removed Wallonia stabilization, Wallonia precision regressed
narrowly from `0.525` to `0.496`. Added a `0.03` precision/recall sampling
guard-band so a just-passing region retains stabilizing evidence while the
hard-failing region remains the primary target (`21 passed`).
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