Regression on California Housing (train)
0.181RMSERandom Forest
Evaluation results
| Method | Links | |
|---|---|---|
| Random Forest2025.12 | 0.181 | |
| XGBoost2025.12 | 0.236 | |
| RFF model2025.12 | 0.396 | |
| Mixture of GAMsRFF Type=spatial2025.12 | 0.442 | |
| Explainable Boosting Machine2025.12 | 0.453 | |
| Mixture of GAMsRFF Type=complete2025.12 | 0.461 | |
| MLP2025.12 | 0.503 | |
| Global GAM2025.12 | 0.548 | |
| MLM-cell2025.12 | 0.56 | |
| MLM-epic2025.12 | 0.569 | |
| MARS2025.12 | 0.629 | |
| LASSO2025.12 | 0.726 |