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. 2022 Oct 5;16:952474. doi: 10.3389/fninf.2022.952474

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