Table 4 MAE (mean absolute error), precision, recall, and F1-score provided by inter and intra-subject approach using a time tolerance T = 50 ms
From: Intra-subject approach for gait-event prediction by neural network interpretation of EMG signals
Subject | MAE (ms) | Precision | Recall | F1-score | ||||
|---|---|---|---|---|---|---|---|---|
Inter | Intra | Inter | Intra | Inter | Intra | Inter | Intra | |
HS mean | 13.2 | 10.9 | 0.93 | 0.95 | 0.92 | 0.95 | 0.93 | 0.95 |
SD | 5.6 | 2.5 | 0.06 | 0.04 | 0.06 | 0.04 | 0.06 | 0.04 |
TO mean | 21.8 | 14.6 | 0.79 | 0.89 | 0.78 | 0.88 | 0.78 | 0.89 |
SD | 8.2 | 4.0 | 0.20 | 0.10 | 0.20 | 0.11 | 0.20 | 0.10 |