Table 9.
Comparative results of hip joint angle indexes during going uphill.
| Algorithm | RMSE | MAE | R2 |
|---|---|---|---|
| CS-RF | 1.9276 | 1.3893 | 0.9769 |
| RF | 3.2941 | 2.6668 | 0.9435 |
| SVR | 6.4199 | 5.4012 | 0.9067 |
| BP | 6.0689 | 5.1178 | 0.8249 |
Comparative results of hip joint angle indexes during going uphill.
| Algorithm | RMSE | MAE | R2 |
|---|---|---|---|
| CS-RF | 1.9276 | 1.3893 | 0.9769 |
| RF | 3.2941 | 2.6668 | 0.9435 |
| SVR | 6.4199 | 5.4012 | 0.9067 |
| BP | 6.0689 | 5.1178 | 0.8249 |