Research Article
An EEG Database and Its Initial Benchmark Emotion Classification Performance
Table 3
Emotions classification performance using gamma subband of FP2-F4 channel.
| | Happy | Sad | Neutral | Fear |
| Accuracy | 95.71 | 93.63 | 94.15 | 97.68 | Specificity | 96.83 | 96.01 | 96.29 | 98.13 | Sensitivity | 92.59 | 86.76 | 88.00 | 96.48 | Precision | 91.26 | 88.30 | 89.17 | 94.98 | F1-score | 91.92 | 87.52 | 88.58 | 95.72 |
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