TABLE 5.
Comparison of AUC using 14 labeled target EEG data in Exp. 2.
| Target subjects |
||||||||||
| Methods | B01 | B02 | B03 | B04 | B05 | B06 | B07 | B08 | B09 | Avg. |
| SVM | 0.4614 | 0.5247 | 0.4655 | 0.8698 | 0.5948 | 0.6761 | 0.6980 | 0.9577 | 0.7263 | 0.6638 |
| BSVM | 0.4963 | 0.5102 | 0.5048 | 0.8652 | 0.5781 | 0.5833 | 0.6159 | 0.9453 | 0.7080 | 0.6452 |
| SMM | 0.4747 | 0.5431 | 0.4655 | 0.8814 | 0.6081 | 0.6825 | 0.6841 | 0.9605 | 0.7678 | 0.6742 |
| ASVM | 0.5922 | 0.5103 | 0.5356 | 0.9377 | 0.6172 | 0.7138 | 0.6664 | 0.9577 | 0.6580 | 0.6876 |
| KL-SMM | 0.5939 | 0.5470 | 0.4697 | 0.9673 | 0.6627 | 0.7389 | 0.7202 | 0.9670 | 0.7416 | 0.7120 |