Random forest regression |
Window size = 5 s |
Window size = 5
s |
Window size = 10 s |
Window size = 10 s |
Window size = 15 s |
Window size = 15 s |
Window size = 20 s |
Window size = 20
s |
Response size |
RMSE |
R² |
RMSE |
R² |
RMSE |
R² |
RMSE |
R² |
15 s |
9.3328 |
0.9677 |
8.9307 |
0.9704 |
8.7478 |
0.9714 |
8.7803 |
0.9711 |
20 s |
11.5425 |
0.9506 |
11.0705 |
0.9543 |
10.8961 |
0.9555 |
10.8300 |
0.9558 |
25 s |
13.5783 |
0.9314 |
13.5743 |
0.9310 |
13.1393 |
0.9345 |
12.9141 |
0.9367 |
30 s |
15.4227 |
0.9103 |
15.3317 |
0.9106 |
15.0088 |
0.9139 |
14.7071 |
0.9165 |