Table 2 Performance comparison of machine learning models.

Model	C	Brier						AUC
Model	C	3-year	P	5-year	P-value	10-year	P-value	3-year	5-year	10-year
COX	0.682	0.201	0.006	0.222	0.004	0.217	0.002	0.671	0.680	0.705
DT	0.69	0.318	< 0.001	0.349	< 0.001	0.303	< 0.001	0.659	0.659	0.700
RF	0.701	0.201	0.007	0.224	0.008	0.215	< 0.001	0.732	0.751	0.748
GBM	0.681	0.208	0.100	0.230	0.059	0.239	0.607	0 0.667	0.680	0.711
SVM	0.567	0.222	0.063	0.251	0.223	0.262	0.002	0.544	0.527	0.527
XGboost	0.682	0.210	0.374	0.233	0.325	0.220	0.015	0.671	0.680	0.706

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