Research Article

Cognitive Load Assessment from EEG and Peripheral Biosignals for the Design of Visually Impaired Mobility Aids

Table 4

Classification AUROC weighted metric for all the environments across the various experiments. The reported numbers refer to the mean AUROC over all folds in percentile and in parenthesis the standard deviation is reported.

Frequency bandAUROC weighted average (SD)

Delta0.97 (0.00)
Theta0.83 (0.00)
Alpha 10.85 (0.00)
Alpha 20.85 (0.00)
Beta0.86 (0.00)
Gamma0.84 (0.00)