Research Article
An EEG Database and Its Initial Benchmark Emotion Classification Performance
Table 4
Emotions classification performance using gamma subband of FP2-F8 channel.
| | Happy | Sad | Neutral | Fear |
| Accuracy | 96.07 | 94.85 | 93.92 | 96.95 | Specificity | 97.42 | 96.85 | 95.54 | 98.38 | Sensitivity | 92.31 | 90.02 | 89.08 | 93.14 | Precision | 92.75 | 90.18 | 87.01 | 95.57 | F1-score | 92.53 | 90.10 | 88.03 | 94.34 |
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