Table 5.

The 90th percentile confidence intervals for all performance measure estimates of each method for Scenario 4 in Table 1 (corresponding to Fig. 4)

Measure	H	L R F	L R R	g P S A	g P S W	g P S WT	g P S MWS
Sensitivity	1	0.20, 0.70	0.00, 0.20	0.00, 0.20	0.00, 0.20	0.00, 0.10	0.00, 0.20
	2	0.50, 0.90	0.00, 0.30	0.00, 0.30	0.00, 0.20	0.00, 0.20	0.00, 0.20
	3	0.80, 1.00	0.10, 0.40	0.10, 0.40	0.00, 0.30	0.00, 0.30	0.00, 0.30
	4	0.90, 1.00	0.20, 0.50	0.20, 0.50	0.00, 0.30	0.00, 0.40	0.00, 0.40
Specificity	1	0.57, 0.82	0.95, 1.00	0.95, 1.00	0.92, 1.00	0.92, 1.00	0.90, 0.97
	2	0.57, 0.80	0.98, 1.00	0.98, 1.00	0.92, 1.00	0.95, 1.00	0.90, 1.00
	3	0.57, 0.82	0.97, 1.00	0.97, 1.00	0.95, 1.00	0.95, 1.00	0.92, 1.00
	4	0.55, 0.80	1.00, 1.00	1.00, 1.00	0.95, 1.00	0.97, 1.00	0.95, 1.00
PPV	1	0.11, 0.41	0.00, 1.00	0.00, 1.00	0.00, 1.00	0.00, 1.00	0.00, 0.50
	2	0.27, 0.53	0.00, 1.00	0.00, 1.00	0.00, 1.00	0.00, 1.00	0.00, 1.00
	3	0.33, 0.56	0.75, 1.00	0.75, 1.00	0.00, 1.00	0.00, 1.00	0.00, 1.00
	4	0.36, 0.56	1.00, 1.00	1.00, 1.00	0.00, 1.00	0.33, 1.00	0.00, 1.00
NPV	1	0.76, 0.90	0.79, 0.83	0.79, 0.83	0.79, 0.83	0.79, 0.82	0.78, 0.83
	2	0.84, 0.97	0.80, 0.85	0.80, 0.85	0.79, 0.83	0.79, 0.83	0.79, 0.83
	3	0.92, 1.00	0.81, 0.87	0.82, 0.87	0.79, 0.85	0.80, 0.85	0.79, 0.85
	4	0.96, 1.00	0.83, 0.89	0.83, 0.89	0.80, 0.85	0.80, 0.87	0.79, 0.87

H = factor by which the outlier distributions were shifted; PPV = positive predictive value; NPV = negative predictive value