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Binary classification on UCI Heart Disease

0.89Full-data UB (AUROC)

XGBoost

Updated 1mo ago

Evaluation Results

Method	Links
XGBoost 2026.04		0.89	0.75	0.84
XGBoost 2026.04		0.89	0.78	0.85
Tree of Concepts 2026.04		0.89	0.8	0.85
FT-Transformer 2026.04		0.88	0.73	0.83
FT-Transformer 2026.04		0.88	0.76	0.84
Decision Tree 2026.04		0.83	0.56	0.72
Decision Tree 2026.04		0.83	0.63	0.73