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Survival Analysis on Heart failure dataset (train)
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0.7504
C-index
KAN-AFT
0.52524
0.583695
0.64215
0.700605
Dec 23, 2025
C-index
Updated 4d ago
Evaluation Results
Method
Method
Links
C-index
KAN-AFT
approach=BuckleyJames
2025.12
0.7504
KAN-AFT
approach=IPCW
2025.12
0.721
AFT
distribution=Log-logistic
2025.12
0.7155
AFT
distribution=Weibull
2025.12
0.7149
AFT
distribution=Log-normal
2025.12
0.7145
DeepAFT
approach=BuckleyJames
2025.12
0.68
KAN-AFT
approach=Transform
2025.12
0.6484
DeepAFT
approach=Transform
2025.12
0.5403
DeepAFT
approach=IPCW
2025.12
0.5339
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