From: A EEG-based emotion recognition model with rhythm and time characteristics
Time scale (s) | Assessment method (mean ± std.) | |||
---|---|---|---|---|
ACC/% | TPR/% | TNR/% | Macro-F1 | |
0.25 | 60.29 ± 4.7628 | 58.94 ± 8.086 | 61.57 ± 5.7827 | 59.6931 |
0.5 | 57.91 ± 2.0398 | 54.75 ± 6.7467 | 61.06 ± 6.3283 | 56.5961 |
0.75 | 62.12 ± 5.7946 | 66.85 ± 9.1329 | 56.31 ± 11.7915 | 63.7077 |
1.0 | 59.47 ± 2.6751 | 58.42 ± 7.9748 | 60.52 ± 5.8853 | 59.0577 |
2.0 | 60.02 ± 3.4931 | 58.94 ± 9.3506 | 61.05 ± 5.8641 | 59.5255 |
3.0 | 58.18 ± 2.9866 | 56.32 ± 7.4668 | 60.0 ± 9.4722 | 57.6223 |
4.0 | 61.07 ± 6.5296 | 58.99 ± 13.0313 | 63.16 ± 9.7131 | 60.1829 |
5.0 | 59.48 ± 3.3671 | 51.62 ± 9.3297 | 67.38 ± 7.7268 | 56.0941 |
6.0 | 57.79 ± 2.4043 | 52.31 ± 9.2681 | 63.28 ± 7.6005 | 55.4205 |