Algorithm |
RMSE |
R² |
Training time [s] |
Linear regression |
12.7836 |
0.9361 |
0.38 |
Random forest |
9.6330 |
0.9670 |
59.94 |
Extra trees |
9.2411 |
0.9698 |
7.75 |
AdaBoost |
10.1047 |
0.9636 |
37.85 |
Gradient boosting |
9.0973 |
0.9700 |
275.08 |
AdaBoost + Extra trees |
9.0849 |
0.9703 |
110.99 |