Table 2.

Predictive performance (AUC) of 8 models and using several variables alone.

Model	AUC				No. of optimal dimensions
	Mean	SD	95% CI	P-value
ADB	0.757	0.026	0.704–0.809	0.647	21
ANN	0.717	0.028	0.662–0.772	0.012	7
DT	0.713	0.028	0.657–0.768	0.006	5
GBDT	0.758	0.026	0.705–0.810	0.668	18
kNN	0.71	0.028	0.655–0.766	0.004	19
LR	0.701	0.028	0.645–0.757	<0.001	28
MNB	0.684	0.029	0.627–0.741	<0.001	19
RFC	0.766	0.026	0.714–0.817	–	18
XGB	0.762	0.026	0.710–0.814	0.850	19