BCI classification on BNCI2015001 (inter-session)
85.8Balanced AccTSMNet(SPDDSMBN)
Evaluation Results
| Method | Links | |
|---|---|---|
| TSMNet(SPDDSMBN)UDA=yes, degrees of freedom=27, classes=22022.06 | 85.8 | |
| FBCSP+DSS+LDAUDA=yes, degrees of freedom=27, classes=22022.06 | 84.6 | |
| FBCSP+SVMUDA=no, degrees of freedom=27, classes=22022.06 | 81.5 | |
| FB+TSM+LRUDA=no, degrees of freedom=27, classes=22022.06 | 80.9 | |
| URPA+MDMUDA=yes, degrees of freedom=27, classes=22022.06 | 79.2 | |
| SPDOT-TSM+SVMUDA=yes, degrees of freedom=27, classes=22022.06 | 77.5 | |
| TSM+SVMUDA=no, degrees of freedom=27, classes=22022.06 | 75.7 | |
| ShConvNetUDA=no, degrees of freedom=27, classes=22022.06 | 74.1 | |
| ShConvNet+DANNUDA=yes, degrees of freedom=27, classes=22022.06 | 74.1 | |
| EEGNetUDA=no, degrees of freedom=27, classes=22022.06 | 72.4 | |
| EEGNet+DANNUDA=yes, degrees of freedom=27, classes=22022.06 | 71.6 |