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 | 67.0 ± 7.3143 | 60.5 ± 10.8282 | 73.5 ± 13.4257 | 65.5009 |
0.5 | 69.1 ± 4.2131 | 65.5 ± 10.3561 | 72.5 ± 8.1394 | 67.9658 |
0.75 | 62.25 ± 2.8394 | 55.0 ± 5.0 | 69.5 ± 4.7169 | 59.3537 |
1.0 | 64.25 ± 3.7165 | 63.5 ± 8.6746 | 65.0 ± 10.9544 | 63.7584 |
2.0 | 64.57 ± 1.991 | 63.41 ± 6.3994 | 65.73 ± 7.8801 | 64.3596 |
3.0 | 61.0 ± 5.3851 | 62.5 ± 11.8848 | 59.5 ± 8.2006 | 61.5251 |
4.0 | 57.75 ± 4.9307 | 56.0 ± 9.9498 | 59.5 ± 10.1118 | 57.18 |
5.0 | 61.0 ± 2.7838 | 61.0 ± 9.1651 | 61.0 ± 7.0 | 61.0651 |
6.0 | 62.5 ± 4.8734 | 61.5 ± 8.6746 | 63.5 ± 6.7268 | 62.1434 |