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Table 1 The results of comparing of classification accuracies of the use of LDA and SVM and the use of WB feature and FB feature

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

MI task Classification accuracy (%) ± SD
LDA SVM WB FB
Opening/closing 64.07 ± 7.81 64.02 ± 7.93 61.90 ± 6.32** 66.19 ± 8.64**
Flexion/extension 68.79 ± 10.71 68.71 ± 10.84 66.40 ± 9.70** 71.10 ± 11.26**
Pronation/supination 69.10 ± 10.62 68.97 ± 10.78 66.38 ± 9.59** 71.69 ± 11.08**
  1. ** P < 0.001