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Table 3 Accuracies of classifying each MI task

From: Comparison of EEG measurement of upper limb movement in motor imagery training system

Subject Feature Hand M1M2 M1M3 M2M3
LDA SVM LDA SVM LDA SVM
S1 WB Left 83.67 83.67 85.00 85.39 65.16 68.20
Right 83.05 83.36 83.75 83.59 73.83 74.45
FB Left 87.58 87.11 88.28 88.44 73.13 73.05
Right 85.31 85.39 83.75 83.05 79.53 79.77
S2 WB Left 78.67 78.44 77.89 78.13 68.28 67.58
Right 79.30 79.30 80.39 79.30 74.06 75.39
FB Left 83.67 83.75 84.30 84.38 78.75 79.61
Right 85.63 86.33 86.02 86.25 81.41 81.41
S3 WB Left 78.67 78.44 77.89 78.13 68.28 67.58
Right 79.30 79.30 80.39 79.30 74.06 75.39
FB Left 83.67 83.75 84.30 84.38 78.75 79.61
Right 85.63 86.33 86.02 86.25 81.41 81.41
S4 WB Left 94.06 94.38 92.89 93.59 69.06 69.06
Right 87.73 89.45 93.28 93.91 69.30 69.38
FB Left 94.61 94.84 96.09 96.25 74.30 73.44
Right 94.22 94.61 96.80 96.80 78.05 78.44
S5 WB Left 75.47 75.70 83.98 84.69 72.81 71.17
Right 74.22 74.77 77.58 77.50 80.08 79.14
FB Left 78.05 78.13 89.14 88.28 81.95 83.36
Right 80.08 80.55 85.31 85.63 84.14 84.30
S6 WB Left 82.42 82.11
Right 74.22 73.36
FB Left 87.34 88.36
Right 74.22 73.75
S7 WB Left 82.41 82.95
Right 82.32 82.86
FB Left 85.27 85.36
Right 87.59 89.46
S8 WB Left 77.34 78.75
Right 80.86 80.78
FB Left 83.36 85.23
Right 87.03 86.95
S9 WB Left 72.32 72.05
Right 78.66 78.48
FB Left 85.45 85.45
Right 83.75 84.29
S10 WB Left 62.77 62.68
Right 71.70 71.96
FB Left 76.34 76.88
Right 80.71 80.98