Table 3.
Summary of classification accuracy results for each participant (P1 to P7) achieved with the SVM and CNN.
| Participant | SVM | CNN | ||||||
|---|---|---|---|---|---|---|---|---|
| Mean ± std | Max | Min | AUC | Mean ± std | Max | Min | AUC | |
| P1 | 72.7 ± 1.3 | 75.0 | 69.6 | 0.69 | 88.1 ± 2.7 | 94.6 | 78.4 | 0.94 |
| P2 | 78.9 ± 1.2 | 82.6 | 75.7 | 0.73 | 70.5 ± 2.5 | 78.4 | 65.6 | 0.77 |
| P3 | 57.3 ± 8.8 | 76.8 | 41.7 | 0.55 | 65.2 ± 6.5 | 79.0 | 48.7 | 0.68 |
| P4 | 65.0 ± 1.5 | 69.1 | 60.0 | 0.65 | 64.7 ± 2.6 | 70.4 | 58.7 | 0.71 |
| P5 | 77.7 ± 1.2 | 80.5 | 73.7 | 0.72 | 74.4 ± 2.6 | 82.2 | 68.6 | 0.82 |
| P6 | 66.0 ± 1.3 | 68.9 | 62.7 | 0.59 | 60.2 ± 2.3 | 65.8 | 54.8 | 0.67 |
| P7 | 80.1 ± 1.3 | 83.0 | 76.5 | 0.78 | 79.7 ± 2.1 | 84.0 | 74.5 | 0.87 |
| Average | 71.1 ± 8.7 | 83.0 | 41.7 | 0.67 | 71.8 ± 9.6 | 94.6 | 48.7 | 0.77 |
The lower row shows the grand-average across-all-participants.