Table 4. Comparison of EEG pattern recognition quality for the training and the test sessions, before and after EOG artifact removal.
Training session | Test session | ||||
Bayesian | MCSP | Bayesian | MCSP | ||
Artifacts included | p | 0.52±0.02 | 0.51±0.02 | 0.55±0.02 | 0.57±0.03 |
g | 0.14±0.02 | 0.15±0.03 | 0.19±0.04 | 0.22±0.05 | |
Artifacts excluded | p | 0.51±0.01 | 0.51±0.02 | 0.54±0.02 | 0.57±0.02 |
g | 0.13±0.02 | 0.15±0.03 | 0.17±0.04 | 0.22±0.05 |