Table 4. Misclassification Table.

Time	Test Sample Size	Event Proportion	Model	AuROC	Best cut-off	Specificity	Sensitivity	PPV	NPV
1 year	18896	0.036	CS Cox	0.807	0.041	0.79	0.71	0.11	0.99
			CS Boosting	0.817	0.037	0.77	0.73	0.11	0.99
			LGT Cox	0.828	0.037	0.75	0.76	0.10	0.99
			LGT Boosting	0.838	0.035	0.76	0.77	0.11	0.99
3 years	14605	0.112	CS Cox	0.784	0.095	0.73	0.72	0.25	0.95
			CS Boosting	0.799	0.091	0.76	0.71	0.27	0.95
			LGT Cox	0.804	0.095	0.75	0.74	0.27	0.96
			LGT Boosting	0.815	0.090	0.76	0.73	0.28	0.96
5 years	11334	0.206	CS Cox	0.775	0.151	0.74	0.70	0.41	0.90
			CS Boosting	0.790	0.138	0.75	0.70	0.42	0.91
			LGT Cox	0.794	0.151	0.75	0.71	0.42	0.91
			LGT Boosting	0.805	0.128	0.73	0.74	0.41	0.92

(CS) cross-sectional; (LGT) longitudinal; (PPV) positive predictive value; (NPV) negative predictive value.