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.