Table 2.

Performance of BDEN and DEN regarding the dependence on measurement noise (median). The median absolute deviation for the AUC (ROC) and Brier score (BS) are given in brackets.

model	noise level	method	AUC	BS
JAK–STAT	2.5%	BDEN	0.90 (0.15)	0.11 (0.11)
		DEN	0.60 (0.40)	0.16 (0.06)
	7.5%	BDEN	0.83 (0.18)	0.21 (0.19)
		DEN	0.43 (0.29)	0.30 (0.14)
	12.5%	BDEN	0.75 (0.25)	0.26 (0.16)
		DEN	0.42 (0.31)	0.41 (0.12)
G protein	2.5%	BDEN	0.99 (0.02)	0.04 (0.03)
		DEN	1.00 (0.00)	0.09 (0.02)
	7.5%	BDEN	0.88 (0.13)	0.17 (0.09)
		DEN	0.80 (0.13)	0.16 (0.09)
	12.5%	BDEN	0.80 (0.16)	0.22 (0.10)
		DEN	0.71 (0.16)	0.20 (0.11)
UV-B	2.5%	BDEN	0.91 (0.11)	0.19 (0.06)
		DEN	0.80 (0.19)	0.22 (0.08)
	7.5%	BDEN	0.88 (0.14)	0.19 (0.04)
		DEN	0.80 (0.19)	0.20 (0.06)
	12.5%	BDEN	0.81 (0.15)	0.19 (0.05)
		DEN	0.71 (0.15)	0.19 (0.05)
motifs	2.5%	BDEN	1.00 (0.00)	0.00 (0.00)
		DEN	0.90 (0.14)	0.11 (0.09)
	7.5%	BDEN	1.00 (0.00)	0.00 (0.00)
		DEN	0.81 (0.19)	0.19 (0.04)
	12.5%	BDEN	1.00 (0.00)	0.00 (0.00)
		DEN	0.80 (0.15)	0.19 (0.05)