docs: record fail-closed accuracy challenger

2026-07-15 05:42:17 +02:00
parent f82a7f456a
commit ecc9f77732
11 changed files with 218 additions and 22 deletions
@@ -519,6 +519,13 @@ false-negative counts, but has lower precision than the previous balanced
 model; operators must review and persist QA/QC rather than treating detections
 as ground truth.

+The latest coverage-aligned rerun of this exact profile measured mean precision
+`0.6141`, recall `0.6062` and F1 `0.6069` over Mol Achterbos, Donk, Gompel and
+Postel plus Retie, Turnhout and Westerlo. The three pure-empty controls remained
+at zero detections. A reviewed six-AOI fine-tuning challenger reached mean F1
+`0.6248` but remained inactive because it produced two false detections in the
+Postel-bos empty control.
+
 For model-quality calibration, run the confidence sweep wrapper:

 ```bash