Table 1 Performance metrics for the I3D and ResNet-18 CNN models
I3D model | ResNet-18 model | |||
|---|---|---|---|---|
LOSO model | LOEO model | LOSO model | LOEO model | |
Accuracy (%) | 82.22 ± 8.50 | 77.78 ± 9.76 | 92.07 ± 5.72 | 85.37 ± 14.38 |
F1-Score (%) | 84.63 ± 6.75 | 80.75 ± 8.82 | 93.26 ± 4.14 | 87.40 ± 10.54 |
Sensitivity (%) | 84.28 ± 6.79 | 79.56 ± 11.29 | 93.33 ± 4.81 | 87.69 ± 11.47 |
Specificity (%) | 96.30 ± 1.57 | 95.36 ± 2.46 | 98.36 ± 1.15 | 97.01 ± 2.87 |