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ResearchFormerly WizWand

Survival Analysis on Linear Synthetic Data (test)

0.875C-indexKAN-AFT-BuckleyJames
0.779840.8045450.829250.853955Dec 23, 2025
Updated 8mo ago

Evaluation results

MethodLinks
KAN-AFT-BuckleyJamesapproach=Buckley-James2025.120.8750.2879
AFT-Log-normaldistribution=Log-normal2025.120.87410.8755
AFT-Log-logisticdistribution=Log-logistic2025.120.87410.8724
KAN-AFT-Transformapproach=Transform2025.120.87270.3072
AFT-Weibulldistribution=Weibull2025.120.87240.9754
KAN-AFT-IPCWapproach=IPCW2025.120.86910.3554
DeepAFT-Transformapproach=Transform2025.120.81072.2821
DeepAFT-IPCWapproach=IPCW2025.120.80181.1326
DeepAFT-BuckleyJamesapproach=Buckley-James2025.120.78353.2239