The variable importance is shown in descending order. The top three variables for modeling and prediction are price, lotsize and bedrooms.
| variable | sum(importance) / 50 |
|---|---|
| price | 0.530036819315194 |
| lotsize | 0.40869314472933 |
| bedrooms | 0.216136248043658 |
| stories | 0.176956469036925 |
| bathrms | 0.171395287455378 |
| garagepl | 0.16108831869553 |
| fullbase | 0.0853787807623518 |
| airco | 0.0720778853448971 |
| recroom | 0.0607107804514478 |
| driveway | 0.0336033805550212 |
| gashw | 0.0161230714649009 |
| prefarea | 0.00464901131486607 |