Table 3.

Classification results for each individual for the task of detecting cognitive fatigue. All results are in percentage.

Participant	Accuracy	Precision	Recall	F1-Score	AUC-ROC
A	54.55	54.55	54.55	54.55	63.64
B	90.91	100.00	81.82	90.00	95.87
C	86.36	90.00	81.82	85.71	86.78
D	72.73	72.73	72.73	72.73	77.69
E	90.91	90.91	90.91	90.91	93.80
F	59.09	66.67	36.36	47.06	44.63
G	72.73	72.73	72.73	72.73	85.12
H	54.55	53.85	63.64	58.33	48.76
I	59.09	57.14	72.73	64.00	59.92
J	68.18	70.00	63.64	66.67	69.83
Average	$70.91\pm 13.67$	$72.86\pm 15.32$	$69.09\pm 14.77$	$70.27\pm 14.30$	$72.50\pm 17.26$