EEG BCI Run Report
Run
- run: 20260319_075520
- bundle: Public March 19 2-M16 winning deployment candidate
- generated: 2026-03-19T08:27:32.570240+00:00
Artifacts
- metrics: metrics.json
- train_config: train_config.json
- test_predictions: test_predictions.npz
Performance (from predictions)
- Action accuracy: 89.79%
- Action F1 (macro/weighted): 0.895 / 0.898
- Applicability FP(rest) / FN(non-REST): 18.57% / 2.26%
- Action/applicability disagreement: 3.56%
- Raw non-REST+NONE count/rate: 0 / 0.00%
- Committed REST+active count/rate: 0 / 0.00%
- Committed non-REST+NONE count/rate: 0 / 0.00%
- Sent REST+active count/rate: N/A / N/A
- Sent non-REST+NONE count/rate: N/A / N/A
- Deployment pair invariant OK: True
- Joint accuracy (overall/non-REST): 84.66% / 82.55%
- Finger accuracy (non-REST): 85.96%
- Finger F1 (non-REST macro/weighted): 0.723 / 0.873
- Finger accuracy (overall): 87.61%
- Finger F1 (overall macro/weighted): 0.869 / 0.874
- REST TPR: 98.37% | REST FPR: 3.76% | REST Precision: 80.11% | REST F1: 0.883
- Deprecated raw valid/invalid pair rate: 83.62% / 16.38%
- Deprecated raw REST+active count/rate: 377 / 16.38%
Confusion Matrices

metrics.json
The public site serves a sanitized metrics bundle for this run at
/results/2-m16/metrics.json.