Research Article
An EEG Database and Its Initial Benchmark Emotion Classification Performance
Table 6
Emotions classification performance using FP1-F7 channel and gamma subband.
| | Happy | Sad | Neutral | Fear |
| Accuracy | 97.95 | 95.86 | 95.75 | 99.69 | Specificity | 96.85 | 97.56 | 97.16 | 99.87 | Sensitivity | 97.42 | 90.85 | 91.59 | 99.18 | Precision | 94.95 | 92.66 | 91.59 | 99.61 | F1-score | 96.17 | 91.75 | 91.59 | 99.39 |
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