Table 10.

The results of the evaluation criteria for assessing the effectiveness of the constructed models in classifying patients in scenario (3).

Model	Phase	Index values
		Precision	Recall	F1-score
LGBM	Alive	0.649	0.644	0.647
	Die	0.963	0.964	0.964
LGAG	Alive	0.786	0.518	0.624
	Die	0.952	0.985	0.968
LGBE	Alive	0.891	0.863	0.877
	Die	0.986	0.989	0.987
LGGJ	Alive	0.854	0.637	0.730
	Die	0.963	0.989	0.976
LGPO	Alive	0.856	0.771	0.811
	Die	0.977	0.987	0.982
XGBC	Alive	0.701	0.651	0.675
	Die	0.964	0.971	0.968
XGAG	Alive	0.943	0.764	0.754
	Die	0.976	0.973	0.971
XGBE	Alive	0.970	0.919	0.944
	Die	0.992	0.997	0.994
XGGJ	Alive	0.846	0.754	0.797
	Die	0.975	0.986	0.980
XGPO	Alive	0.869	0.866	0.868
	Die	0.986	0.987	0.986