| Valence | Arousal | 4-Types of emotions | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Subject | Accuracy | Precession | Recall | F1-Score | Accuracy | Precession | Recall | F1-Score | Accuracy | Precession | Recall | F1-Score |
| S01 | 87.5 | 100.0 | 80.0 | 88.89 | 100.0 | 100.0 | 100.0 | 100.0 | 87.5 | 81.25 | 87.5 | 83.33 |
| S02 | 87.5 | 100.0 | 75.0 | 85.71 | 87.5 | 83.33 | 100.0 | 90.91 | 75.0 | 87.5 | 75.0 | 75.83 |
| S03 | 75.0 | 100.0 | 50.0 | 66.67 | 87.5 | 83.34 | 100.0 | 90.91 | 62.5 | 77.5 | 62.5 | 63.19 |
| S04 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 |
| S05 | 100.0 | 100.0 | 100.0 | 100.0 | 87.5 | 80.0 | 100.0 | 88.89 | 87.5 | 90.63 | 87.5 | 86.31 |
| S06 | 87.5 | 100.0 | 50.0 | 66.67 | 75.0 | 100.0 | 50.0 | 66.67 | 62.5 | 53.57 | 62.5 | 53.03 |
| S07 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 |
| S08 | 100.0 | 100.0 | 100.0 | 100.0 | 87.5 | 100.0 | 66.67 | 80.0 | 87.5 | 90.0 | 87.5 | 86.94 |
| S09 | 87.5 | 75.0 | 100.0 | 85.71 | 87.5 | 100.0 | 66.67 | 80.0 | 75.0 | 65.63 | 75.0 | 69.64 |
| S10 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 |
| S11 | 100.0 | 100.0 | 100.0 | 100.0 | 87.5 | 75.0 | 100.0 | 85.71 | 87.5 | 100.0 | 87.5 | 92.5 |
| S12 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 |
| S13 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 |
| S14 | 87.5 | 100.0 | 50.0 | 66.67 | 87.5 | 100.0 | 50.0 | 66.67 | 75.0 | 69.64 | 75.0 | 68.75 |
| S15 | 75.0 | 50.0 | 100.0 | 66.67 | 75.0 | 60.0 | 100.0 | 75.0 | 62.5 | 87.5 | 62.5 | 68.75 |
| S16 | 100.0 | 100.0 | 100.0 | 100.0 | 75.0 | 66.67 | 66.67 | 66.67 | 75.0 | 75.0 | 75.0 | 75.0 |
| S17 | 87.5 | 75.0 | 100.0 | 85.71 | 100.0 | 100.0 | 100.0 | 100.0 | 87.5 | 90.63 | 87.5 | 87.5 |
| S18 | 100.0 | 100.0 | 100.0 | 100.0 | 87.5 | 100.0 | 50.0 | 66.67 | 87.5 | 77.08 | 87.5 | 81.82 |
| S19 | 87.5 | 100.0 | 50.0 | 66.67 | 100.0 | 100.0 | 100.0 | 100.0 | 87.5 | 89.29 | 87.5 | 85.90 |
| S20 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 |
| S21 | 87.5 | 83.33 | 100.0 | 90.91 | 100.0 | 100.0 | 100.0 | 100.0 | 87.5 | 90.63 | 87.5 | 87.14 |
| S22 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 |
| S23 | 87.5 | 100.0 | 50.0 | 66.67 | 87.5 | 83.33 | 100.0 | 90.91 | 75.0 | 85.0 | 75.0 | 74.79 |
| S24 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 |
| S25 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 |
| S26 | 75.0 | 100.0 | 33.33 | 50.0 | 75.0 | 75.0 | 75.0 | 75.0 | 50.0 | 75.0 | 50.0 | 56.25 |
| S27 | 87.5 | 100.0 | 75.0 | 85.71 | 100.0 | 100.0 | 100.0 | 100.0 | 87.5 | 100.0 | 87.5 | 91.67 |
| S28 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 |
| S29 | 87.5 | 100.0 | 50.0 | 66.67 | 100.0 | 100.0 | 100.0 | 100.0 | 87.5 | 76.79 | 87.5 | 81.73 |
| S30 | 87.5 | 100.0 | 75.0 | 85.71 | 100.0 | 100.0 | 100.0 | 100.0 | 87.5 | 93.75 | 87.5 | 88.69 |
| S31 | 75.0 | 66.67 | 66.67 | 66.67 | 87.5 | 75.0 | 100.0 | 85.71 | 75.0 | 78.13 | 75.0 | 73.81 |
| S32 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 |
| Final | 92.2 ± 8.84 | 95.3 ± 12 | 84.5 ± 22.1 | 87.24 ± 15.46 | 92.97 ± 8.95 | 93.18 ± 11.82 | 91.4 ± 17.1 | 90.93 ± 12.23 | 85.94 ± 13.75 | 88.58 ± 12.43 | 85.94 ± 13.75 | 85. 39 ± 14.06 |