Regression on Medium-sized regression datasets (test)
0.6896R2 ScoreCatBoost
Evaluation results
| Method | Links | |
|---|---|---|
| CatBoostHyperparameter setting=default, Inference time (sec.)=0.0032024.12 | 0.6896 | |
| LightGBMHyperparameter setting=default, Inference time (sec.)=0.00142024.12 | 0.6832 | |
| XGBoostHyperparameter setting=default, Inference time (sec.)=0.00122024.12 | 0.6719 | |
| DOFENHyperparameter setting=default, FLOPs (M)=0.1875, Parameters (M)=0.0173, Inference time (sec.)=0.01052024.12 | 0.6611 | |
| TromptHyperparameter setting=default, FLOPs (M)=45.8507, Parameters (M)=3.8591, Inference time (sec.)=0.02242024.12 | 0.6541 | |
| FT-TransformerHyperparameter setting=default, FLOPs (M)=2.7795, Parameters (M)=0.0909, Inference time (sec.)=0.00392024.12 | 0.6359 | |
| NODEHyperparameter setting=default, FLOPs (M)=0.5839, Parameters (M)=0.5065, Inference time (sec.)=0.00392024.12 | 0.108 |