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 | 58.17 ± 3.1975 | 57.37 ± 7.9609 | 58.95 ± 8.0782 | 57.9163 |
0.5 | 58.18 ± 4.1395 | 61.58 ± 9.7172 | 54.75 ± 9.1824 | 59.5898 |
0.75 | 58.69 ± 2.359 | 56.3 ± 9.72049 | 61.06 ± 8.8617 | 57.7672 |
1.0 | 59.23 ± 3.1682 | 59.49 ± 5.7936 | 58.94 ± 7.3657 | 59.441 |
2.0 | 60.54 ± 4.2358 | 59.47 ± 12.0169 | 61.58 ± 11.7651 | 60.358 |
3.0 | 59.48 ± 2.9294 | 60.0 ± 7.8775 | 58.96 ± 9.0603 | 59.8546 |
4.0 | 59.48 ± 5.7782 | 60.02 ± 6.7483 | 58.95 ± 8.0782 | 59.7818 |
5.0 | 60.52 ± 4.7069 | 60.53 ± 4.8538 | 60.54 ± 11.1021 | 60.9008 |
6.0 | 58.96 ± 2.6829 | 58.41 ± 10.1091 | 59.49 ± 7.0932 | 58.7311 |