Table 1.

Comparison of the area under the ROC curve (AUC)

		All features				Non-normal features
n	DE%	SDA	2T	2W	ELRT	SDA	2T	2W	ELRT
50	5	0.89	0.88	0.88	0.78	0.93	0.88	0.90	0.75
	10	0.89	0.88	0.88	0.78	0.94	0.88	0.91	0.77
	20	0.89	0.88	0.88	0.78	0.93	0.88	0.91	0.76
100	5	0.97	0.95	0.95	0.89	0.98	0.95	0.97	0.88
	10	0.97	0.95	0.95	0.88	0.98	0.95	0.97	0.87
	20	0.97	0.95	0.95	0.89	0.98	0.95	0.96	0.88

The AUCs based on all features and non-normal features (Shapiro-Wilk test p-value <0.01 for at least one of the two groups) were both reported. Results were based on an average over 100 replicates