A Deep Learning Approach to Detect Microsleep Using Various Forms of EEG Signal

Table 3

Band analysis.

Bands	Sn	Sp	P	Phi	ROC	PR
6, 8, α	0.5	0.76	0.17	0.2	0.59	0.76
6	0.39	0.68	0.1	0.08	0.46	0.66
8	0.45	0.75	0.15	0.19	0.56	0.73
α	0.39	0.62	0.01	0.01	0.48	0.58
Þ	0.23	0.68	0.01	0.03	0.37	0.49
6, 8	0.66	0.74	0.26	0.29	0.69	0.8
8, α	0.56	0.75	0.15	0.21	0.64	0.76
6, α	0.41	0.69	0.06	0.08	0.51	0.65
6, þ	0.56	0.75	0.15	0.21	0.64	0.76
8, þ	0.39	0.62	0.01	0.01	0.48	0.58