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** |