Tabular Classification on diabetes 37 (test)
23.4Test ErrorXgboost
Evaluation Results
| Method | Links | |
|---|---|---|
| XgboostData Type=8c0d, Size=7682023.06 | 23.4 | |
| TabPFNData Type=8c0d, Size=7682023.06 | 23.8 | |
| LIFTData Type=8c0d, Size=7682023.06 | 32.4 | |
| Summary BoostingData Type=8c0d, Size=7682023.06 | 34.4 | |
| Summary BoostingData Type=8c0d, Size=7682023.06 | 34.4 | |
| KNNData Type=8c0d, Size=7682023.06 | 35.3 | |
| SummaryData Type=8c0d, Size=7682023.06 | 36 | |
| Few-shotData Type=8c0d, Size=7682023.06 | 40 | |
| Zero-shotData Type=8c0d, Size=7682023.06 | 44.6 | |
| TVAEevaluation_model=CatBoost, metric_type=F12023.12 | 71.4 | |
| RealTabFormerevaluation_model=CatBoost, metric_type=F12023.12 | 73.2 | |
| CTabGAN+evaluation_model=CatBoost, metric_type=F12023.12 | 73.4 | |
| TabDDPMevaluation_model=CatBoost, metric_type=F12023.12 | 74 | |
| TabMTevaluation_model=CatBoost, metric_type=F12023.12 | 76.9 | |
| Realdescription=Baseline performance using real training data2023.12 | 78.5 |