Bayesian Gene Selection Based on Pathway Information and Network-Constrained Regularization

Table 2

Comparison of results of 4 Bayesian methods.

Dataset	Methods	AUC	ACC
Leukemia	BEN	0.9955	0.9600
	BFused	1	0.9733
	BLasso	1	0.9447
	BNR	1	0.9733
DLBCL	BEN	0.9674	0.9223
	BFused	0.9674	0.9223
	BLasso	0.9485	0.9223
	BNR	0.9958	0.9482
Prostate	BEN	0.9784	0.9414
	BFused	0.9655	0.9314
	BLasso	0.9784	0.9419
	BNR	0.9900	0.9510
GSE412	BEN	0.9428	0.8498
	BFused	0.9046	0.8619
	BLasso	0.9541	0.8792
	BNR	0.9637	0.9074
GSE4922	BEN	0.6274	0.6666
	BFused	0.6028	0.6523
	BLasso	0.6132	0.6860
	BNR	0.6132	0.6860