Table 3 Experimental results for Task 1 and Task 2 in combined sessions, S1 + S2
From: Person authentication based on eye-closed and visual stimulation using EEG signals
Task | Classification measurement (averaged% ± standard deviation) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
OVO | OVA | |||||||||
Acc. | Pre. | Sens. | Spec. | F1 | Acc. | Pre. | Sens. | Spec. | F1 | |
Eye-closed | 86.61 ± 2.69 | 87.21 ± 2.99 | 86.74 ± 2.64 | 98.08 ± 0.38 | 86.75 ± 2.66 | 96.41 ± 2.62 | 97.26 ± 2.43 | 98.72 ± 0.99 | 80.53 ± 17.53 | 97.97 ± 1.46 |
Visual stimulation | 87.64 ± 1.66 | 88.06 ± 1.65 | 87.76 ± 1.60 | 98.23 ± 0.24 | 87.62 ± 1.67 | 96.56 ± 2.61 | 97.42 ± 2.41 | 98.73 ± 0.90 | 81.68 ± 17.37 | 98.06 ± 1.46 |