| Model,R² Score,MAE,RMSE | |
| Random Forest,-0.039935266835291694,1315.402911707407,1509.824436400549 | |
| Ridge Regression,-0.06857728183915435,1367.631134689801,1530.475089435485 | |
| Lasso Regression,-0.09319254230326957,1374.4757984522898,1548.0023905741184 | |
| Linear Regression,-0.10245590353474165,1377.3233648731018,1554.547191830137 | |
| Gradient Boosting,-0.2384770542071457,1414.7558634489615,1647.6587884958733 | |