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PPC kinematic integrity six-fold LOO

Reference truth is used only for offline labels and candidate scoring. Runtime inputs are consecutive POS positions and timestamps.

Held out Selected jump / acceleration / hold Train >10m caught Train correct harm Held >10m caught Held correct harm
tokyo_run1 12 m / 200 m/s2 / 3 20 12 6 3
tokyo_run2 12 m / 200 m/s2 / 3 23 12 3 3
tokyo_run3 12 m / 200 m/s2 / 5 22 14 8 13
nagoya_run1 12 m / 200 m/s2 / 3 26 15 0 0
nagoya_run2 12 m / 200 m/s2 / 3 26 13 0 2
nagoya_run3 12 m / 200 m/s2 / 3 17 15 9 0

Production: 12 m / 200 m/s2 / 3 epochs.

It catches 26 >10 m wrong FIX and 30 total wrong FIX while harming 15 correct FIX epochs.

Advanced extension LOO

The primary production gate is fixed. Each fold selects only plateau continuation and the telemetry-backed secondary trigger from the other five runs.

Held out Plateau / max age / secondary Train added >10m Train added correct harm Held added >10m Held added correct harm
tokyo_run1 0.1 m / 8 / prefit>5, ratio<=15, outliers>=10, nsat<=15 11 8 2 5
tokyo_run2 0.1 m / 8 / prefit>5, ratio<=15, outliers>=10, nsat<=15 9 8 4 5
tokyo_run3 0.1 m / 8 / prefit>5, ratio<=15, outliers>=10, nsat<=15 13 10 0 3
nagoya_run1 0.1 m / 8 / prefit>5, ratio<=15, outliers>=10, nsat<=15 13 13 0 0
nagoya_run2 0.1 m / 8 / prefit>5, ratio<=8, outliers>=10, nsat<=12 9 10 0 0
nagoya_run3 0.05 m / 8 / prefit>5, ratio<=15, outliers>=10, nsat<=15 10 13 0 0

Advanced production catches 39 >10 m and 43 total wrong FIX while harming 25 correct FIX epochs. The extension alone adds 13 / 13 catches at a cost of 10 correct epochs.