Table 4.

Table of performance of the 5 predictive models.

	AUC	95% CI	Misclassification (%)	False positive	False negative
RF	0.830	0.72–0.94	19.8	9	13
VarSelRF	0.845	0.76–0.94	22.5	14	11
Logistic regression	0.820	0.75–0.89	18.0	10	10
Univariate analyses—top 5	0.831	0.73–0.93	23.4	12	14
Univariate analyses—top 11	0.869	0.67–0.96	18.9	12	9

Results from RF-based ROC curves.