Table 3.
Testing accuracy for classification of movement intention*
| Subject Index | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | Average |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Number of Trials | 156 | 195 | 153 | 146 | 291 | 403 | 277 | 195 | 197 | 104 | 95 | 292 | 209±91 |
| (Right/Left) | 136 | 219 | 154 | 123 | 224 | 321 | 282 | 192 | 192 | 115 | 79 | 356 | 199±86 |
| Testing Accuracy | 55.2 | 60.8 | 75.3 | 64.2 | 75.8 | 56.0 | 69.1 | 60.9 | 53.9 | 68.0 | 56.7 | 62.1 | 63.2±7.5 |
| (Average/SD) | 5.2 | 4.3 | 5.9 | 6.9 | 4.1 | 3.5 | 5.2 | 3.7 | 3.0 | 1.9 | 4.7 | 5.7 |
Spatial filter: ICA; Temporal filter: PSD; Classification: SVM