Table 6.
Performance of SEED adaptation methods in different domains for the public data set (cross-subject).
| SVM | TCA | TPT | DANN | MMD | DAN | DResNet | WGAN-DA | TDANN | |
|---|---|---|---|---|---|---|---|---|---|
| Mean | 0.5818 | 0.6400 | 0.7517 | 0.7919 | 0.6655 | 0.8381 | 0.8530 | 0.8707 | 0.8790 |
| Std. | 0.1385 | 0.1466 | 0.1283 | 0.1314 | 0.0483 | 0.0856 | 0.0832 | 0.0714 | 0.0613 |
In the mean, bolding means the accuracy mean is the largest; In the Std, the bold is the smallest.