Table 5.
Average of RMSD (degrees) for each joint, axis, and movement across all subjects in the test subset with the MLP model.
| Movement | Hip | Knee | Ankle | Across Joint and Axis |
||||||
|---|---|---|---|---|---|---|---|---|---|---|
| FE | AB-AD | ROT | FE | AB-AD | ROT | FE | AB-AD | ROT | ||
| Running | 7.39 | 5.21 | 9.04 | 4.67 | 6.59 | 15.35 | 10.1 | 12.86 | 12.44 | 9.29 |
| Gait | 5.13 | 3.13 | 6.71 | 3.55 | 3.64 | 8.08 | 5.33 | 8.73 | 6.77 | 5.68 |
| F-Jump | 7.62 | 2.97 | 6.24 | 3.49 | 3.94 | 10.58 | 5.82 | 9.01 | 8.99 | 6.52 |
| J-Jacks | 5.25 | 2.52 | 7.96 | 3.89 | 3.77 | 7.73 | 7.06 | 7.74 | 6.63 | 5.84 |
| T-Jump | 5.01 | 3.48 | 9.51 | 3.07 | 4.7 | 8.68 | 5.31 | 9.02 | 7.45 | 6.25 |
| Jump | 6.08 | 2.8 | 6.06 | 3.06 | 3.85 | 5.93 | 4.17 | 6.92 | 5.48 | 4.93 |
| Squats | 6.4 | 3.1 | 6 | 3.37 | 3.9 | 7.09 | 3.09 | 7.3 | 5.89 | 5.13 |
| Across movement |
6.12 | 3.32 | 7.36 | 3.59 | 4.34 | 9.06 | 5.84 | 8.8 | 7.66 | 6.23 |