| Model,RMSE,MAE,MAPE_%,R2 | |
| XGBoost,97419.8202586981,82900.17320288831,12.381141067984453,0.7727399733098566 | |
| RandomForest,102866.03222167933,84145.62120420895,12.436963268871496,0.7466199705495759 | |
| LightGBM,96835.72852753119,83357.36032899778,12.489386840967049,0.77545693113205 | |
| Ridge,119658.87124135582,93412.82460751964,13.392654253043993,0.6571389040922377 | |