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 | 60.27 ± 4.1427 | 61.57 ± 11.2808 | 58.95 ± 10.4674 | 61.0404 |
0.5 | 58.17 ± 3.1975 | 56.85 ± 6.5733 | 59.48 ± 8.5147 | 57.7809 |
0.75 | 59.76 ± 4.4014 | 59.47 ± 8.4918 | 60.01 ± 7.5027 | 59.6736 |
1.0 | 58.43 ± 3.8471 | 60.0 ± 10.3032 | 56.84 ± 11.7183 | 59.3884 |
2.0 | 60.53 ± 5.1299 | 59.47 ± 7.0977 | 61.59 ± 10.7938 | 60.3727 |
3.0 | 58.97 ± 3.7542 | 58.96 ± 9.3483 | 58.95 ± 9.3551 | 59.0652 |
4.0 | 58.17 ± 2.9786 | 61.05 ± 8.5364 | 55.27 ± 8.2255 | 59.4217 |
5.0 | 59.22 ± 8.087 | 63.16 ± 14.6947 | 55.26 ± 9.1902 | 60.5821 |
6.0 | 61.06 ± 3.4886 | 59.99 ± 10.3256 | 62.1 ± 9.6398 | 60.8203 |