Residential Data Set(feature importance) | Commercial Data Set(feature importance) |
1. feature BuiltFAR (0.206668) 2. feature DOF Property Floor Area (ft²) (0.185848) 3. feature YearBuilt (0.174020) 4. feature LotArea (0.158609) 5. feature NumFloors (0.089812) 6. feature Electricity (0.086754) 7. feature LotType (0.036418) 8. feature ProxCode (0.028474) 9. feature Gas (0.016607) 10. feature Oil (0.014222) 11. feature Water (0.002569) 12. feature Diesel (0.000000) | 1. feature YearBuilt (0.218060) 2. feature BuiltFAR (0.184002) 3. feature LotArea (0.168292) 4. feature DOF Property Floor Area (ft²) (0.153563) 5. feature NumFloors (0.088837) 6. feature LotType (0.051958) 7. feature Electricity (0.045110) 8. feature Gas (0.038505) 9. feature ProxCode (0.036114) 10. feature Oil (0.013307) 11. feature Water (0.002252) 12. feature Diesel (0.000000) |