Table 5.

AU-ROC performance scores (with confidence interval) examining the consistency of the predictive models from the WDGMC CRC survival data and across the three simulated datasets used for model validation.

Model	WDGMC (N = 680)	Sim_Data (N = 680)	Sim_Data (N = 3,400)	Sim_Data (N = 6,800)
	AUC (95% CI)	AUC (95% CI)	AUC (95% CI)	AUC (95% CI)
LR	0.816 (0.776–0.856)	0.912 (0.893–0.930)	0.907 (0.897–0.916)	0.911 (0.905–0.918)
NB	0.811 (0.771–0.850)	0.907 (0.891–0.923)	0.904 (0.893–0.914)	0.907 (0.901–0.914)
C5.0	0.811 (0.771–0.855)	0.902 (0.886–0.917)	0.906 (0.897–0.914)	0.911 (0.904–0.918)
RF	0.806 (0.769–0.843)	0.893 (0.876–0.909)	0.900 (0.890–0.910)	0.907 (0.900–0.914)
SVM	0.806 (0.734–0.847)	0.910 (0.893–0.927)	0.907 (0.897–0.916)	0.911 (0.904–0.917)
ANN	0.818 (0.781–0.856)	0.911 (0.893–0.929)	0.909 (0.900–0.918)	0.913 (0.907–0.920)