Regression on California Housing sub. 2000 (test)
0.5183RMSECatBoost
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CatBoostSeeds=52026.06 | 0.5183 | — | |
| CatBoostFit time (s, mean)=0.14, Seeds=52026.06 | 0.5183 | — | |
| LightGBMFit time (s, mean)=0.33, Seeds=52026.06 | 0.5287 | — | |
| GradientBoostingFit time (s, mean)=0.68, Seeds=52026.06 | 0.5402 | — | |
| KPPRegime=PB-01, Seeds=52026.06 | 0.5469 | 4 | |
| KPPFit time (s, mean)=4.74, Seeds=52026.06 | 0.5469 | — | |
| XGBoostFit time (s, mean)=0.18, Seeds=52026.06 | 0.5582 | — | |
| RandomForestFit time (s, mean)=0.39, Seeds=52026.06 | 0.571 | — | |
| Ridge_rawFit time (s, mean)=0.00, Seeds=52026.06 | 0.6793 | — |