Table 5. Comparison of the N-SRS, and the R-FSRS performance on the Validation population using the c-statistic.

Detailed results are shown for the main ethnicity groups.

	BMC–White		BMC–Black		BMC–Hispanic
Model	AUC	95% CI	AUC	95% CI	AUC	95% CI
N-SRS	74.30%	0.7149–0.771	75.80%	0.7345–0.767	72.79%	0.6889–0.7671
R-FSRS (both genders)	64.91%	0.6266–0.6716	64.85%	0.6304–0.6666	61.04%	0.5601–0.6587
R-FSRS (women)	67.35%	0.6411–0.7058	65.22%	0.628–0.6764	61.06%	0.5548–0.6663
R-FSRS (men)	62.46%	0.5931–0.6555	64.49%	0.6181–0.6717	61.01%	0.5621–0.6587
Log.Reg	71.55%	0.6823–0.7402	69.77%	0.6823–0.7402	70.46%	0.6765–0.7359
CART	69.01%	0.6627–0.7134	66.41%	0.6272–0.6609	66.10%	0.6286–0.6934
Random Forest	75.08%	0.7162–0.7855	73.14%	0.7139–0.749	70.80%	0.6807–0.7354
XGBoost	77.32%	0.7582–0.7881	74.88%	0.7133–0.7842	74.27%	0.7187–0.7667