Regression on Wine quality red (test)
0.5506RMSEKPP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| KPPRegime=PB-01, Seeds=52026.06 | 0.5506 | — | 1 | |
| KPPFit time (s, mean)=2.85, Seeds=52026.06 | 0.5506 | — | — | |
| RandomForestFit time (s, mean)=0.32, Seeds=52026.06 | 0.5577 | — | — | |
| CatBoostFit time (s, mean)=0.12, Seeds=52026.06 | 0.5811 | — | — | |
| XGBoostFit time (s, mean)=0.17, Seeds=52026.06 | 0.5823 | — | — | |
| LightGBMFit time (s, mean)=0.33, Seeds=52026.06 | 0.5854 | — | — | |
| GradientBoostingFit time (s, mean)=0.48, Seeds=52026.06 | 0.6016 | — | — | |
| Ridge_rawFit time (s, mean)=0.00, Seeds=52026.06 | 0.6291 | — | — | |
| BilevelGaussian noise standard deviation=0.08, Prediction strategy=early-stopped parameters2021.05 | — | 0.7277 | — | |
| TrilevelGaussian noise standard deviation=0.08, Prediction strategy=early-stopped parameters2021.05 | — | 0.7223 | — |