Target | Method | RMSE | R2 | MAE |
---|---|---|---|---|
Vegetation | Linear model | 0.65 | 0.58 | 0.39 |
XGBoost | 0.65 | 0.58 | 0.39 | |
SVM | 0.63 | 0.60 | 0.38 | |
Sidewalks | Linear model | 814 | 0.95 | 474 |
XGBoost | 1863 | 0.80 | 529 | |
SVM | 824 | 0.96 | 473 | |
Traffic lights | Linear model | 0.61 | 0.63 | 0.38 |
XGBoost | 0.51 | 0.74 | 0.29 | |
SVM | 0.66 | 0.62 | 0.37 | |
Signed intersections | Linear model | 0.56 | 0.68 | 0.40 |
XGBoost | 0.50 | 0.75 | 0.33 | |
SVM | 0.57 | 0.68 | 0.40 |