Table 2 Class-wise and overall accuracies for the Deep ConvNet, Shallow ConvNet, and EEGNet CNN classifiers
Average accuracy (%) | Deep ConvNet (%) | Shallow ConvNet (%) | EEGNet (%) |
|---|---|---|---|
Stressor (%) | 60.73 | 49.14 | 59.31 |
Unguided breathing (%) | 59.38 | 56.25 | 60.38 |
Guided breathing (%) | 53.76 | 81.07 | 59.99 |
Baseline (%) | 61.34 | 64.90 | 61.18 |
Average (%) | 58.80 | 62.84 | 60.21 |