| Selected Feature | Average Importance | Standard Deviation |
| TC angle (°) | 0.15 | 0.01 |
| Swing time CV | 0.15 | 0.01 |
| Gait velocity CV | 0.14 | 0.01 |
| Stance time CV | 0.15 | 0.01 |
| Stride length (m) | 0.15 | 0.01 |
| Max lateral excursion (m) | 0.13 | 0.00 |
| Gait velocity (m/s) | 0.13 | 0.01 |
| Selected Feature | Average Importance | Standard Deviation |
| TC angle (°) | 0.15 | 0.01 |
| Swing time CV | 0.15 | 0.01 |
| Gait velocity CV | 0.14 | 0.01 |
| Stance time CV | 0.15 | 0.01 |
| Stride length (m) | 0.15 | 0.01 |
| Max lateral excursion (m) | 0.13 | 0.00 |
| Gait velocity (m/s) | 0.13 | 0.01 |