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Table 4 Comparison of performance metrics

From: Combining symbolic regression with the Cox proportional hazards model improves prediction of heart failure deaths

 

Transformed covariates

Untransformed covariates

C-index

0.75

0.72

AUC (285 days)

0.82

0.78

Log-likelihood

83.8

66.5

Partial AIC

941

958