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. Author manuscript; available in PMC: 2019 Mar 1.

Published in final edited form as: IEEE/ACM Trans Comput Biol Bioinform. 2018 Mar-Apr;15(2):537–550. doi: 10.1109/TCBB.2015.2440244

TABLE 3.

Variable selection accuracy for the Ising prior model and independent Bernoulli prior model

	Threshold	fastSRS (With Ising Prior)	fastSRS (Without Ising Prior)
Strong Signal

Sensitivity/Specificity	95%	0.671/0.985	0.600/0.981
	90%	0.847/0.941	0.824/0.940
	85%	0.965/0.895	0.953/0.895
	80%	1.000/0.844	1.000/0.845
AUC		0.979	0.972

Weak Signal

Sensitivity/Specificity	95%	0.188/0.958	0.282/0.963
	90%	0.388/0.926	0.353/0.914
	85%	0.824/0.888	0.706/0.882
	80%	1.000/0.846	0.824/0.835
AUC		0.938	0.901