Regression on Medium-sized regression datasets 59
0.6985R2 ScoreXGBoost
Evaluation results
| Method | Links | |
|---|---|---|
| XGBoostHyperparameters=Optimal, Inference time (sec.)=0.00142024.12 | 0.6985 | |
| CatBoostHyperparameters=Optimal, Inference time (sec.)=N/A2024.12 | 0.694 | |
| LightGBMHyperparameters=Optimal, Inference time (sec.)=N/A2024.12 | 0.6896 | |
| DOFENHyperparameters=Optimal, FLOPs (M)=0.2030, Parameters (M)=0.0364, Inference time (sec.)=0.01822024.12 | 0.6882 | |
| FT-TransformerHyperparameters=Optimal, FLOPs (M)=9.0576, Parameters (M)=0.2965, Inference time (sec.)=0.00652024.12 | 0.6834 | |
| TromptHyperparameters=Optimal, FLOPs (M)=17.9560, Parameters (M)=1.2857, Inference time (sec.)=0.02002024.12 | 0.683 | |
| NODEHyperparameters=Optimal, FLOPs (M)=2.1379, Parameters (M)=1.6930, Inference time (sec.)=0.00352024.12 | 0.6631 |