From: L1 Norm based common spatial patterns decomposition for scalp EEG BCI
Subjects | Classification accuracy | ||
---|---|---|---|
CSP | L1-SVD-CSP | TR-CSP | |
CXY | 0.90 | 0.90 | 0.84 |
WZQ | 0.66 | 0.69 | 0.66 |
FNX | 0.66 | 0.67 | 0.67 |
GK | 0.93 | 0.94 | 0.94 |
LPY | 0.76 | 0.78 | 0.79 |
JSL | 0.57 | 0.63 | 0.65 |
LB | 0.70 | 0.79 | 0.70 |
MXY | 0.61 | 0.62 | 0.61 |
SG | 0.58 | 0.62 | 0.58 |
WCF | 0.80 | 0.86 | 0.80 |
WH | 0.59 | 0.62 | 0.59 |
XXC | 0.93 | 0.96 | 0.95 |
XJP | 0.98 | 0.99 | 0.98 |
WXY | 0.74 | 0.75 | 0.71 |
Mean result | 0.74 ± 0.14 | 0.77 ± 0.13‡ * | 0.75 ± 0.13 |