Table 4.

Percentage of correctly classified events for logistic regression (LR) models in table 2 versus SEM in tables 1 and 3

Sample size	N = 5000				N = 100
Outcome	YBIN		MBIN		YBIN		MBIN
Method	LR	SEM	LR	SEM	LR	SEM	LR	SEM
All outcomes	80.36	80.28	74.32	74.36	81.00	80.00	80.00	72.00
Events	91.30	93.32	83.46	91.66	91.18	85.29	80.00	76.25
Non-events	54.42	49.36	48.47	25.42	59.38	68.75	0.00	55.00