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The detailed number of correctly recognized data and recognition rate under various physiological signals.
| Sadness | Happiness | Disgust | Neutral | Fear | Average Recognition Rate | |
|---|---|---|---|---|---|---|
| Test Set | 38 | 55 | 26 | 81 | 8 | 208 |
|
| ||||||
| EEG | 25 | 42 | 13 | 70 | 5 | 155 |
| 65.79% | 76.36% | 50.00% | 86.42% | 62.50% | 74.52% | |
|
| ||||||
| ECG | 21 | 37 | 18 | 63 | 4 | 143 |
| 55.26% | 67.27% | 69.23% | 77.78% | 50.00% | 68.75% | |
|
| ||||||
| RA | 17 | 30 | 12 | 51 | 3 | 113 |
| 44.74% | 54.55% | 46.15% | 62.96% | 37.50% | 54.33% | |
|
| ||||||
| GSR | 18 | 29 | 13 | 56 | 4 | 120 |
| 47.37% | 52.73% | 50.00% | 69.14% | 50.00% | 57.69% | |
