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. Author manuscript; available in PMC: 2018 Dec 10.

Published in final edited form as: Proc Mach Learn Res. 2017 Aug;68:25–38.

Table 5:

Super Learner and Clinical Tree Classification Performance

	Fixed			Percentile					Clinical Tree
	40	50	60	30^th	40^th	50^th	60^th	70^th	Clinical Tree
Full Sample

Sensitivity	97	93	85	100	99	93	80	61	53
Specificity	85	92	97	59	78	92	99	100	89
Accuracy	91	92	91	79	88	93	90	81	72
AUC	91	92	91	80	89	93	90	80	71

Cross-Validated

Sensitivity	87	78	67	95	88	79	67	53	31
Specificity	67	78	87	54	67	78	87	93	69
Accuracy	77	78	77	74	77	78	77	73	50
AUC	77	78	77	74	77	78	77	73	50