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Tabular Classification on diabetes 37 (test)
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23.4
Test Error
Xgboost
21.196
36.073
50.95
65.827
Jun 25, 2023
Jul 23, 2023
Aug 20, 2023
Sep 17, 2023
Oct 15, 2023
Nov 12, 2023
Dec 11, 2023
Test Error
Updated 4d ago
Evaluation Results
Method
Method
Links
Test Error
Xgboost
Data Type=8c0d, Size=768
2023.06
23.4
TabPFN
Data Type=8c0d, Size=768
2023.06
23.8
LIFT
Data Type=8c0d, Size=768
2023.06
32.4
Summary Boosting
Data Type=8c0d, Size=768
2023.06
34.4
Summary Boosting
Data Type=8c0d, Size=768
2023.06
34.4
KNN
Data Type=8c0d, Size=768
2023.06
35.3
Summary
Data Type=8c0d, Size=768
2023.06
36
Few-shot
Data Type=8c0d, Size=768
2023.06
40
Zero-shot
Data Type=8c0d, Size=768
2023.06
44.6
TVAE
evaluation_model=CatBo...
2023.12
71.4
RealTabFormer
evaluation_model=CatBo...
2023.12
73.2
CTabGAN+
evaluation_model=CatBo...
2023.12
73.4
TabDDPM
evaluation_model=CatBo...
2023.12
74
TabMT
evaluation_model=CatBo...
2023.12
76.9
Real
description=Baseline p...
2023.12
78.5
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