| Valence | Arousal | 4-Types of emotions | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Subject | Accuracy | Precession | Recall | F1-Score | Accuracy | Precession | Recall | F1-Score | Accuracy | Precession | Recall | F1-Score |
| S01 | 95.0 | 93.33 | 100.0 | 96.0 | 100.0 | 100.0 | 100.0 | 100.0 | 95.0 | 92.08 | 95.0 | 93.17 |
| S02 | 95.0 | 94.17 | 100.0 | 96.57 | 92.5 | 94.17 | 95.0 | 93.24 | 87.5 | 82.92 | 87.5 | 84.42 |
| S03 | 95.0 | 94.17 | 100.0 | 96.57 | 100.0 | 80.0 | 80.0 | 80.0 | 95.0 | 91.67 | 95.0 | 93.0 |
| S04 | 97.5 | 100.0 | 95.0 | 96.67 | 100.0 | 100.0 | 100.0 | 100.0 | 97.5 | 95.83 | 97.5 | 96.5 |
| S05 | 100.0 | 100.0 | 100.0 | 100.0 | 97.5 | 96.67 | 100.0 | 98.0 | 97.5 | 96.25 | 97.5 | 96.67 |
| S06 | 92.5 | 92.5 | 100.0 | 95.71 | 95.0 | 80.0 | 80.0 | 80.0 | 87.5 | 79.17 | 87.5 | 82.5 |
| S07 | 97.5 | 97.5 | 100.0 | 98.57 | 95.0 | 94.17 | 100.0 | 96.57 | 92.5 | 87.92 | 92.5 | 89.67 |
| S08 | 100.0 | 100.0 | 100.0 | 100.0 | 90.0 | 94.17 | 90.0 | 89.91 | 90.0 | 84.58 | 90.0 | 86.5 |
| S09 | 92.5 | 96.67 | 90.0 | 91.33 | 97.5 | 97.5 | 100.0 | 98.57 | 90.0 | 90.0 | 90.0 | 88.33 |
| S10 | 100.0 | 100.0 | 100.0 | 100.0 | 97.5 | 96.67 | 100.0 | 98.0 | 97.5 | 96.25 | 97.5 | 96.67 |
| S11 | 97.5 | 97.5 | 100.0 | 98.57 | 97.5 | 90.0 | 90.0 | 90.0 | 95.0 | 92.5 | 95.0 | 93.33 |
| S12 | 92.5 | 86.67 | 85.0 | 84.67 | 100.0 | 100.0 | 100.0 | 100.0 | 92.5 | 92.5 | 92.5 | 91.17 |
| S13 | 100.0 | 100.0 | 100.0 | 100.0 | 95.0 | 95.0 | 100.0 | 97.14 | 95.0 | 91.67 | 95.0 | 93.0 |
| S14 | 97.5 | 96.67 | 100.0 | 98.0 | 100.0 | 100.0 | 100.0 | 100.0 | 97.5 | 98.75 | 97.5 | 97.5 |
| S15 | 97.5 | 100.0 | 95.0 | 96.67 | 100.0 | 100.0 | 100.0 | 100.0 | 97.5 | 96.25 | 97.5 | 96.67 |
| S16 | 97.5 | 80.0 | 80.0 | 80.0 | 95.0 | 95.0 | 95.0 | 95.0 | 92.5 | 88.75 | 92.5 | 90.0 |
| S17 | 95.0 | 94.17 | 100.0 | 96.57 | 97.5 | 97.5 | 100.0 | 98.57 | 92.5 | 88.33 | 92.5 | 89.83 |
| S18 | 100.0 | 100.0 | 100.0 | 100.0 | 92.5 | 90.83 | 100.0 | 94.57 | 92.5 | 87.92 | 92.5 | 89.67 |
| S19 | 97.5 | 100.0 | 95.0 | 96.67 | 95.0 | 94.17 | 100.0 | 96.57 | 92.5 | 90.0 | 92.5 | 90.83 |
| S20 | 97.5 | 96.67 | 100.0 | 98.0 | 97.5 | 96.67 | 100.0 | 98.0 | 95.0 | 94.58 | 95.0 | 94.0 |
| S21 | 97.5 | 96.67 | 100.0 | 98.0 | 95.0 | 94.17 | 100.0 | 96.57 | 92.5 | 90.0 | 92.5 | 90.83 |
| S22 | 97.5 | 96.67 | 100.0 | 98.0 | 97.5 | 96.67 | 100.0 | 98.0 | 95.0 | 92.5 | 95.0 | 93.33 |
| S23 | 92.5 | 90.83 | 100.0 | 94.57 | 97.5 | 96.67 | 100.0 | 98.0 | 90.0 | 90.83 | 90.0 | 89.0 |
| S24 | 97.5 | 100.0 | 95.0 | 96.67 | 92.5 | 92.5 | 100.0 | 95.71 | 92.5 | 88.33 | 92.5 | 89.83 |
| S25 | 100.0 | 100.0 | 100.0 | 100.0 | 97.5 | 97.5 | 100.0 | 98.57 | 97.5 | 95.83 | 97.5 | 96.5 |
| S26 | 97.5 | 96.67 | 100.0 | 98.0 | 97.5 | 100.0 | 95.0 | 96.67 | 95.0 | 97.5 | 95.0 | 95.0 |
| S27 | 92.5 | 92.5 | 100.0 | 95.71 | 97.5 | 96.67 | 100.0 | 98.0 | 90.0 | 85.63 | 90.0 | 87.26 |
| S28 | 97.5 | 97.5 | 100.0 | 98.57 | 95.0 | 96.67 | 95.0 | 94.67 | 92.5 | 91.25 | 92.5 | 90.83 |
| S29 | 95.0 | 93.33 | 100.0 | 96.0 | 97.5 | 97.5 | 100.0 | 98.57 | 92.5 | 89.17 | 92.5 | 90.5 |
| S30 | 95.0 | 95.0 | 100.0 | 97.14 | 97.5 | 96.67 | 100.0 | 98.0 | 92.5 | 88.75 | 92.5 | 90.0 |
| S31 | 95.0 | 93.33 | 100.0 | 96.0 | 95.0 | 100.0 | 90.0 | 93.33 | 90.0 | 85.42 | 90.0 | 86.92 |
| S32 | 97.5 | 100.0 | 96.67 | 98.0 | 95.0 | 94.17 | 100.0 | 96.57 | 92.5 | 91.25 | 92.5 | 90.83 |
| Final | 96.64 ± 2.43 | 96.02 ± 4.44 | 97.9 ± 4.7 | 96.48 ± 4.19 | 96.56 ± 2.52 | 95.37 ± 4.82 | 97.2 ± 5.5 | 95.84 ± 4.89 | 93.28 ± 2.87 | 90.76 ± 4.43 | 93.28 ± 2.87 | 91.38 ± 3.72 |