|
Model |
R2 |
RMSE |
MAE |
MAPE |
| 0 |
XGBoost |
0.284993 |
1.159483 |
0.840530 |
14.274306 |
| 1 |
CatBoost |
0.257622 |
1.181468 |
0.861883 |
14.630324 |
| 2 |
LightGBM |
0.243917 |
1.192324 |
0.873531 |
14.844861 |
| 3 |
RandomForest |
0.242562 |
1.193391 |
0.884322 |
14.998427 |
| 4 |
GradientBoosting |
0.238384 |
1.196678 |
0.870212 |
14.898042 |
| 5 |
GAM |
0.194982 |
1.230303 |
0.964650 |
16.527284 |
| 6 |
ElasticNet |
0.131210 |
1.278105 |
0.996279 |
17.145959 |