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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’)

From: Evaluating deep learning EEG-based mental stress classification in adolescents with autism for breathing entrainment BCI

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