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Table 2 Class-wise and overall accuracies for the Deep ConvNet, Shallow ConvNet, and EEGNet CNN classifiers

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

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