TABLE 6.
Performance comparison between SBS-FBCSP and our method, using dataset 2.
| Measurement | B01 | B02 | B03 | B04 | B05 | B06 | B07 | B08 | B09 | Mean ± std |
| SBS-FBCSP | ||||||||||
| PPV | 65.93 | 61.67 | 62.50 | 87.18 | 83.33 | 72.97 | 64.29 | 74.03 | 77.22 | 72.12 ± 9.25 |
| NPV | 77.36 | 59.21 | 62.50 | 91.43 | 81.58 | 74.29 | 70.00 | 74.67 | 83.08 | 74.90 ± 10.09 |
| TPR | 83.33 | 54.41 | 62.50 | 91.89 | 81.08 | 75.00 | 75.00 | 75.00 | 84.72 | 75.88 ± 11.51 |
| TNR | 56.94 | 66.18 | 62.50 | 86.49 | 83.78 | 72.22 | 58.33 | 73.68 | 75.00 | 70.57 ± 10.49 |
| Kappa | 40.28 | 20.59 | 25.00 | 78.38 | 64.86 | 47.22 | 33.33 | 48.68 | 59.72 | 46.45 ± 18.97 |
| Ours | ||||||||||
| PPV | 86.25 | 73.61 | 75.00 | 100 | 97.30 | 92.65 | 78.82 | 92.00 | 95.83 | 87.94 ± 9.95 |
| NPV | 95.31 | 76.56 | 72.37 | 100 | 97.30 | 88.16 | 91.53 | 90.91 | 95.83 | 89.77 ± 9.44 |
| TPR | 95.83 | 77.94 | 70.83 | 100 | 97.30 | 87.50 | 93.06 | 90.79 | 95.83 | 89.90 ± 9.68 |
| TNR | 84.72 | 72.06 | 76.39 | 100 | 97.30 | 93.06 | 75.00 | 92.11 | 95.83 | 87.39 ± 10.60 |
| Kappa | 80.56 | 50.00 | 47.22 | 100 | 94.59 | 80.56 | 68.06 | 82.89 | 91.67 | 77.28 ± 18.74 |