Table 6.
Comparison of per-segment detection results using different numbers of spatio-temporal blocks.
| # Spatio-temporal blocks | Accuracy (%) | Recall (%) | Specificity (%) | Precision (%) | F1 score |
|---|---|---|---|---|---|
| 1 | 89.40 ± 0.4486 | 84.69 ± 1.867 | 92.32 ± 1.135 | 87.30 ± 1.509 | 85.95 ± 0.6510 |
| 2 | 91.08 ± 0.2314 | 87.70 ± 1.449 | 93.19 ± 0.9452 | 88.92 ± 1.262 | 88.28 ± 0.3309 |
| 3 | 91.22 ± 0.2098 | 86.48 ± 1.360 | 94.16 ± 0.9404 | 90.23 ± 1.316 | 88.30 ± 0.2833 |
| 4 | 91.26 ± 0.1953 | 85.77 ± 1.588 | 94.67 ± 0.8665 | 90.94 ± 1.243 | 88.26 ± 0.3714 |
| 5 | 90.92 ± 0.1502 | 87.59 ± 1.222 | 92.99 ± 0.7195 | 88.60 ± 0.9142 | 88.08 ± 0.2603 |