Table 2 Optimum values of k1 and k2 (Eq.2 and Eq.4) and their performance indexes
From: High-density surface EMG maps from upper-arm and forearm muscles
(k 1, k 2 ) | Acc(%) | S(%) | SP(%) | P(%) | ||
|---|---|---|---|---|---|---|
Training | ROC | (7.1, 0.2) | 99.61 | 97.67 | 99.69 | 92.31 |
PR | (11.2, 0.2) | 99.66 | 94.19 | 99.87 | 96.43 | |
Validation | ROC | (7.1, 0.2) | 99.40 | 97.94 | 99.46 | 88.78 |
PR | (11.2, 0.2) | 99.48 | 92.78 | 99.77 | 94.73 | |