Table 4 Overall accuracies for the classifiers in the first learning approach for each subject and average of the three
From: Improving the recognition of grips and movements of the hand using myoelectric signals
Method | Subj1 (%) | Subj2 (%) | Subj3 (%) | Avg. (%) |
|---|---|---|---|---|
Dec.Tree (C4.5) | 76.77 | 65.18 | 65.28 | 69.08 |
1-NN | 77.02 | 71.51 | 64.41 | 71.00 |
RandFor. (25) | 84.28 | 72.71 | 72.93 | 76.64 |
SVM | 80.58 | 71.19 | 70.21 | 74.00 |