Table 1 Classification accuracies of the FBCSP-SVM classifiers per participant and classification (‘Guided Breathing’ vs ‘Stressor’, ‘Baseline’ vs ‘Stressor’, ‘Unguided Breathing’ vs ‘Guided Breathing’, and ‘Guided Breathing’ vs ‘Stressor’)
Participant | Guided vs Stressor (%) | Baseline vs Stressor (%) | Unguided vs Guided (%) | Unguided vs Stressor (%) |
|---|---|---|---|---|
L2 | 98.75 | 97.92 | 100.00 | 96.30 |
L3 | 80.00 | 95.83 | 75.00 | 80.56 |
L4 | 68.75 | 91.67 | 70.00 | 75.93 |
L5 | 81.25 | 91.67 | 87.50 | 77.78 |
L6 | 67.50 | 81.25 | 57.50 | 71.30 |
L7 | 87.50 | 81.25 | 97.50 | 90.74 |
L8 | 90.00 | 93.75 | 86.25 | 70.37 |
T1 | 90.00 | 93.75 | 76.25 | 71.30 |
T2 | 83.75 | 89.58 | 91.25 | 83.33 |
T4 | 72.50 | 79.17 | 73.75 | 69.44 |
T5 | 65.00 | 70.83 | 71.25 | 74.04 |
Average | 80.45 | 87.88 | 80.57 | 78.28 |