Table 2.
Performance of single SVM calibration when the classifier is calibrated with different numbers of blocks.
| Subjects | Adaptive calibration by SVM (accuracy (%)/ITR) | SVM | ||
|---|---|---|---|---|
| 4 | 6 | 9 | ||
| S1 | 80.6/11.4 | 80.6/11.4 | 83.3/12.4 | 83.3/12.4 |
| S2 | 94.4/17.1 | 91.7/15.8 | 91.7/15.8 | 91.7/15.8 |
| S3 | 63.9/6.4 | 66.7/7.2 | 63.9/6.4 | 66.7/7.2 |
| S4 | 88.9/14.6 | 91.7/15.8 | 88.9/14.6 | 91.7/15.8 |
| S5 | 75/9.5 | 72.2/8.7 | 75/9.5 | 75/9.5 |
| S6 | 88.9/14.6 | 86.1/13.4 | 88.9/14.6 | 88.9/14.6 |
| S7 | 91.7/15.8 | 88.9/14.6 | 91.7/15.8 | 91.7/15.8 |
| S8 | 88.9/14.6 | 91.7/15.8 | 88.9/14.6 | 88.9/14.6 |
| S9 | 91.7/15.8 | 94.4/17.1 | 94.4/17.1 | 94.4/17.1 |
| S10 | 83.3/12.4 | 80.6/11.4 | 75/9.5 | 77.8/10.4 |
| S11 | 88.9/14.6 | 91.7/15.8 | 88.9/14.6 | 91.7/15.8 |
|
| ||||
| Mean ± std | 85.1 ± 8.5/13.3 ± 3.0 | 85.1 ± 8.6/13.4 ± 3.1 | 84.6 ± 9.0/13.2 ± 3.2 | 85.6 ± 8.9/13.5 ± 3.1 |