Mortality prediction in ICU Using a Stacked Ensemble Model

Table 7

Performance of different methods based on two feature sets.

Feature set	Model	Precision	Recall	AUC	F-scores
SetS	LR	0.914	0.633	0.632	0.564
	NB	0.745	0.635	0.745	0.632
	RF	0.677	0.714	0.677	0.712
	XGB	0.924	0.823	0.862	0.823
	SEM	0.924	0.831	0.879	0.824
SetT	LR	0.623	0.654	0.648	0.634
	NB	0.612	0.65	0.636	0.651
	RF	0.734	0.735	0.721	0.712
	XGB	0.812	0.856	0.823	0.823
	SEM	0.816	0.862	0.860	0.845