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Survival Analysis on Veteran (train)

0.7179C-indexDeepAFT-IPCW
0.705940.7090450.712150.715255Dec 23, 2025

Evaluation results

MethodLinks
DeepAFT-IPCWEstimation Method=IPCW2025.120.7179
KAN-AFT-TransformEstimation Method=Transform2025.120.7136
KAN-AFT-BuckleyJamesEstimation Method=Buckley-James2025.120.7131
KAN-AFT-IPCWEstimation Method=IPCW2025.120.7126
DeepAFT-BuckleyJamesEstimation Method=Buckley-James2025.120.7124
AFT-Log-normalDistribution=Log-normal2025.120.7113
AFT-Log-logisticDistribution=Log-logistic2025.120.7111
AFT-WeibullDistribution=Weibull2025.120.7064