Table 7 Decomposition accuracy of ML-DRSNet, ML-DCNN, and MT-DCNN across 3 contraction intensities at their optimal window sizes and step sizes
Method | ML-DRSNet | ML-DCNN | MT-DCNN |
|---|---|---|---|
Window size (data point) | 20 | 140 | 140 |
Step size (data point) | 50 | 50 | 10 |
Precision | 0.93 ± 0.12 | 1.00 ± 0.00 | 0.96 ± 0.04 |
Sensitivity | 0.84 ± 0.25 | 1.00 ± 0.00 | 0.92 ± 0.04 |
F1-score | 0.85 ± 0.23 | 1.00 ± 0.00 | 0.92 ± 0.04 |
Correctly identified MU counts | 10.90 ± 10.51 | 14.71 ± 8.23 | 11.90 ± 8.44 |