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. 2022 Nov 23;16:1044631. doi: 10.3389/fnins.2022.1044631

Table 4.

Classification accuracies (%) obtained with the dataset BCI competition IV-2b.

Methods Subject Average ± SD
B01 B02 B03 B04 B05 B06 B07 B08 B09
FBCSP 70.00 60.36 60.94 97.50 93.12 80.63 78.13 92.50 86.88 80.01 ± 13.85
CCSP 63.75 56.79 50.00 93.44 65.63 81.25 72.81 87.81 82.81 72.70 ± 14.72
BOTDA 61.40 55.92 54.78 88.93 92.67 73.71 71.98 86.35 79.18 73.88 ± 14.18
EEGNet 68.44 57.86 61.25 90.63 80.94 63.13 84.38 93.13 83.13 75.88 ± 13.33
ConNet 76.56 50.00 51.56 96.88 93.13 85.31 83.75 91.56 85.62 79.37 ± 17.25
DEI 70.18 62.04 71.74 90.23 86.08 75.70 89.66 87.39 85.71 79.86 ± 10.17
DRDA 81.37 62.86 63.63 95.94 93.56 88.19 85.00 95.25 90.00 83.98 ± 12.67
DAJAN 83.44 58.57 59.06 98.13 96.56 84.38 86.25 92.81 87.81 83.00 ± 14.64
FTF 78.07 68.16 73.04 96.74 95.24 84.86 92.67 92.17 85.71 85.18 ± 10.17
DAFM 70.18 71.84 89.56 99.02 100.00 73.71 94.40 95.65 88.98 87.04 ± 11.95

Highest values are highlighted in boldface.