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