Table 3.

Estimates of AUC-ROC and AUC-PR for the proposed approach and other considered approaches (non-redundant case)

	AUC-ROC				AUC-PR
Approaches	A	B	C	D	A	B	C	D
MEM	0.946	0.947	0.947	0.945	0.946	0.868	0.76	0.675
	(±0.0036)	(±0.0035)	(±0.0035)	(±0.0036)	(±0.0036)	(±0.0054)	(±0.0065)	(±0.0069)
MDD	0.945	0.945	0.944	0.943	0.939	0.864	0.759	0.668
	(±0.0037)	(±0.0036)	(±0.0036)	(±0.0037)	(±0.0039)	(±0.0055)	(±0.0066)	(±0.0070)
MM1	0.940	0.940	0.937	0.937	0.937	0.863	0.749	0.666
	(±0.0038)	(±0.0038)	(±0.0038)	(±0.0038)	(±0.0038)	(±0.0055)	(±0.0067)	(±0.0070)
WMM	0.922	0.924	0.921	0.922	0.917	0.825	0.686	0.585
	(±0.0045)	(±0.0043)	(±0.0042)	(±0.0042)	(±0.0044)	(±0.0061)	(±0.0070)	(±0.0071)
SAE	0.944	0.944	0.944	0.943	0.944	0.867	0.761	0.673
	(±0.0037)	(±0.0037)	(±0.0036)	(±0.0037)	(±0.0037)	(±0.0054)	(±0.0066)	(±0.0069)

A - Balanced, B- Imbalanced-I, C- Imbalanced-II, D- Imbalanced-III.

The values inside the parentheses are the Standard Errors.