Table 1.
Supervised network classification results.
Subject/Session | Correct | Hits | False alarms | AUC | Balanced Accuracy |
---|---|---|---|---|---|
A-1 | 90.07 ± 1.1 | 78.22 ± 4.3 | 9.17 ± 1.4 | 0.91 ± 0.02 | 84.52 ± 4.3 |
A-2 | 88.14 ± 2.1 | 79.86 ± 4.6 | 11 ± 2.2 | 0.92 ± 0.03 | 84.33 ± 4.6 |
A-3 | 88.48 ± 2.7 | 78.48 ± 3.4 | 10.74 ± 3 | 0.93 ± 0.01 | 83.87 ± 3.4 |
A-4 | 91.89 ± 2.7 | 81.26 ± 3.4 | 7.32 ± 3 | 0.94 ± 0.02 | 86.96 ± 3.4 |
A-5 | 93.89 ± 2.1 | 77.7 ± 3 | 4.99 ± 2.2 | 0.94 ± 0.02 | 86.35 ± 3 |
A-6 | 90.15 ± 1.6 | 75.52 ± 3.7 | 8.6 ± 1.8 | 0.92 ± 0.02 | 83.46 ± 3.7 |
B-1 | 93.1 ± 1.7 | 82.32 ± 1.8 | 6.37 ± 1.4 | 0.94 ± 0.02 | 87.97 ± 1.8 |
B-2 | 89.96 ± 2.9 | 77.27 ± 4 | 8.93 ± 3.2 | 0.91 ± 0.03 | 84.17 ± 4 |
B-3 | 92.65 ± 1.6 | 79.56 ± 4.2 | 6.4 ± 1.8 | 0.93 ± 0.03 | 86.57 ± 4.2 |
B-4 | 88.09 ± 2.2 | 76.34 ± 3.4 | 10.98 ± 2.3 | 0.9 ± 0.02 | 82.67 ± 3.4 |
B-5 | 90.74 ± 1.3 | 76.53 ± 5 | 8.06 ± 1.6 | 0.92 ± 0.03 | 84.23 ± 5 |
B-6 | 92.86 ± 1.7 | 77.3 ± 3.2 | 6.07 ± 1.8 | 0.92 ± 0.03 | 85.61 ± 3.2 |
Mean | 90.84 ± 2 | 78.35 ± 2 | 8.22 ± 2 | 0.92 ± 0.01 | 85.06 ± 1.6 |