Table 3.

Mean area under the receiver operating characteristic curve.

Test result variable(s)	AUCa	SE	Asymptotic sig.b (P value)	Asymptotic 95% CI
				Lower Bound	Upper Bound
XGBoost treec	0.914	0.019	<.001	0.878	0.951
Random forest	0.957	0.014	<.001	0.93	0.984
C5.0 decision tree	0.969	0.012	<.001	0.945	0.992
Logistic regression (baseline)	0.768	0.025	<.001	0.718	0.818

^aAUC: area under the curve.

^bsig: significance.

^cXGboost tree: extreme gradient boosting tree.