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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