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Tabular Classification on diabetes 37 (test)

23.4Test ErrorXgboost
21.19636.07350.9565.827Jun 25, 2023Jul 23, 2023Aug 20, 2023Sep 17, 2023Oct 15, 2023Nov 12, 2023Dec 11, 2023
Updated 8mo ago

Evaluation results

MethodLinks
XgboostData Type=8c0d, Size=7682023.0623.4
TabPFNData Type=8c0d, Size=7682023.0623.8
LIFTData Type=8c0d, Size=7682023.0632.4
Summary BoostingData Type=8c0d, Size=7682023.0634.4
Summary BoostingData Type=8c0d, Size=7682023.0634.4
KNNData Type=8c0d, Size=7682023.0635.3
SummaryData Type=8c0d, Size=7682023.0636
Few-shotData Type=8c0d, Size=7682023.0640
Zero-shotData Type=8c0d, Size=7682023.0644.6
TVAEevaluation_model=CatBoost, metric_type=F12023.1271.4
RealTabFormerevaluation_model=CatBoost, metric_type=F12023.1273.2
CTabGAN+evaluation_model=CatBoost, metric_type=F12023.1273.4
TabDDPMevaluation_model=CatBoost, metric_type=F12023.1274
TabMTevaluation_model=CatBoost, metric_type=F12023.1276.9
Realdescription=Baseline performance using real training data2023.1278.5