Regression on Real Estate Valuation
29.9Mean Relative Improvement over Lasso (%)Random Forest
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Random Forestn=414, p=62025.12 | 29.9 | 0.9 | |
| LightGBMn=414, p=62025.12 | 24.2 | 0.8 | |
| Attention Lasson=414, p=62025.12 | 18.2 | 1.3 | |
| XGBoostn=414, p=62025.12 | 14 | 2 | |
| KNNn=414, p=62025.12 | 8.6 | 0.8 |