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Survival Analysis on Heart failure dataset (test)
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0.7593
C-index
AFT
0.516876
0.579813
0.64275
0.705687
Dec 23, 2025
C-index
Updated 4d ago
Evaluation Results
Method
Method
Links
C-index
AFT
distribution=Weibull
2025.12
0.7593
AFT
distribution=Log-normal
2025.12
0.7593
AFT
distribution=Log-logistic
2025.12
0.7581
DeepAFT
approach=BuckleyJames
2025.12
0.7182
KAN-AFT
approach=IPCW
2025.12
0.7157
KAN-AFT
approach=Transform
2025.12
0.6895
KAN-AFT
approach=BuckleyJames
2025.12
0.6796
DeepAFT
approach=Transform
2025.12
0.5461
DeepAFT
approach=IPCW
2025.12
0.5262
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